The University of Southampton
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Electronics and Computer Science
Telephone:
+442380599201
Email:
eg@ecs.soton.ac.uk

Dr Enrico Gerding 

https://www.linkedin.com/in/enrico-gerding-b1392b3/
https://www.researchgate.net/profile/Enrico-Gerding

Director of the Centre for Machine Intelligence (CMI)

REF Champion for Computer Science

Dr Enrico Gerding is an Associate Professor in the Agents, Interaction and Complexity (AIC) research group in the Department of Electronics and Computer Science (ECS) at the University of Southampton. He has been an academic at Southampton since 2007. He received his PhD from the Dutch National Center of Mathematics and Computer Science (CWI) in 2004. His research focuses on artificial intelligence, specifically autonomous agents and multi-agent systems. He has more than 100 peer-reviewed publications in high quality conferences, journals and books in this area. Please see the research tab below for details. Enrico has supervised 19 PhD students to completion. He is the director of Southampton's Centre for Machine Intelligence which brings together AI expertise in ECS. Since 2020 he is a board member of the International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS) which organises the annual Autonomous Agents and Multiagent Systems (AAMAS) conference. He is also local organiser of AAMAS 2021. He teaches the MSc module Intelligent Agents (see below for more details on teaching). Currently he is a co-I on several funded projects, including the EPSRC-funded AutoTrust platform grant, the Shell-funded Centre for Maritime Futures.

PhD Studentships. I'm interested in supervising motivated students, and there are plenty of opportunities for fully funded studentships. Note that most studentships only fund UK fees. So if you are an international student without permanent residance (or pre-settled) status, you may have to cover the difference between UK and international fees. For Chinese students, there are various collaborations with the CSC scholarship scheme and it's worth looking into this. Please get in touch to discuss the options and potential topics. See also my research interests below.

Areas of Interest: Multi-Agent Systems, Mechanism Design, Auctions, Algorithmic Game Theory, Agent-Based Negotiation, Fairness, Smart Energy, Electric Vehicles, Connected and Autonomous Vehicles, Future Transportation Systems, Computational Finance, Privacy, Meaningful Consent, Car Sharing, Ride Sharing, Preference Elicitation, Machine Learning

Research

Research interests

My main research focuses on applications where autonomous self-interested agents compete in markets and negotiate, and where designing appropriate incentives is important to ensure a well functioning and fair society. My research combines theory, mainly game theory and mechanism design, with practical applications. Specific applications include: autonomous vehicles, the smart grid, online advertising markets, cloud computing, algorithmic trading, ride sharing and data privacy.

I'm currently an investigator on the following projects:

This EPSRC-funded platfrom grants looks at a wide range of aspects around the Connected and Autonomous Vehicles (CAVs), such as the interaction with autonomous systems (human-to-vehicle interaction), the issue of data privacy and consent, as well as the incentives and optimisation of e.g. traffic flow. Specific topics include: how do platoons form and how can they be used most effectively to improve traffic flow; how can we incentivise better use of public transport and/or shared vehicles (ride sharing); how can we best combine different modes of transport to reduce carbon emissions; how can we ensure that transportation data can be stored securely and used for research purposes; in autonomous vehicles and autonomous systems more generally, how can we reason about concepts such as responsibility and accountability especially when there is shared responsibility of a coalition (e.g. in case of a collision). 

The project is a collaboration with the Warwick Manufacturing Group (WMG). Investigators on the project in Southampton are: prof m.c. schraefel (PI) and Dr Sebastian Stein. Researchers currently employed on the project include: Dr Vahid Yazdanpanah and Dr Richard Gomer. 

This ESRC project is led by Dr Gina Frei from the Southampton Business School and is a collaboration between ECS and the business school. The aim is to look at product returns fraud which has been aggravated due to COVID 19. Many retailers are faced with this issue. The project will consider different interventions to reduce fraud and analyse through a combination of interview studies and agent-based modelling.  

This collaboration between Shell Shipping, ECS and Engineering aims to reduce carbon emissions in shipping. The ECS team is building an agent-based simulation platform to simulate trades and shipping routes, which can be used to find the most cost effective CO2 reduction measures over a long-term (5-20 years) time horizon. 

Past projects include:

Manager of:

Current PhD students:

  • Dorota Filipczuk (with George Konstantinidis).
  • Nicholas Bishop (with Long Tran-Thanh)
  • Manuel Nunes (with Frank McGroarty and Mahesan Niranjan)
  • Zhongqi Cai (with Markus Brede)
  • Wanying Zhou (with Frank McGroarty and Ramin Okhrati)
  • Jan Buermann (with Jie Zhang and Bahar Rastegari)
  • Fan Bi (with Sebastian Stein and Nicholas R. Jennings)
  • Phuriwat (Turk) Worrawichaipat (with Gopal Ramchurn and Ioannis Kaparias)
  • Alexander Masterman (with Sebastian Stein)
  • Zhaori (Charles) Guo (with Tim Norman)

Past students: Dr Simon Williamson (2010), Dr Bing Shi (2011), Dr Colin Williams (2012), Dr Ali Aseere (2012), Dr Harry Rose (2013), Dr Lampros Savrogiannis (2014), Dr Ash Booth (2016), Dr Chetan Mehra (2016), Dr Chris Hughes (2017), Dr Sofia Ceppi, Dr Mohamed Bakoush (2018), Dr Valerio Restocchi (2018), Dr Radu Pruna (2018), Dr Ibrahem Almansour (2018), Dr Efstathios Zavvos (2019), Dr Laurie Carver (2019), Dr Fatma Habib (2020), Dr Alvaro Perez (2020), Vincent Marmion (2021)

Teaching

I'm teaching:

  • COMP6203 Intelligent Agents

This module gives a broad introduction to the new and rapidly expanding field of agent-based computing. It introduces the key concepts and models of the field, dealing both with the individual agents and with their interactions. Particular emphasis is placed on automated negotiation, cooperation and on-line auctions, and students are required to program a trading agent in Java which will compete in a class tournament within a simulated trading environment. Main topics include: agent-based negotiation, game theory, auctions, voting, preference elicitation and cooperative games.

  • COMP3208 Social Computing Techniques

This module is about using online collective intelligence or the wisdom of the crowd in various business and research applications and the underlying technologies and algorithms that are used in practice. The main topics covered include: Crowdsourcing, Recommender Systems, Reputation Systems, Experimental Design and Web Analytics, Online Advertising Auctions and Rank Aggregation.

Publications

Gerding, E.H., Rogers, A., Dash, R.K. and Jennings, N. R. (2006) Competing sellers in online markets: reserve prices, shill bidding and auction fees. Fifth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-06), Hakodate, Japan. pp. 1208-1210 .

Gerding, E.H., Dash, R.K., Yuen, D.C.K. and Jennings, N. R. (2006) Optimal bidding strategies for simultaneous Vickrey auctions with perfect substitutes. 8th Int. Workshop on Game Theoretic and Decision Theoretic Agents, Hakodate, Japan. pp. 10-17 .

Gerding, E. H., Dash, R. K., Yuen, D. C. K. and Jennings, N. R. (2007) Bidding optimally in concurrent second-price auctions of perfectly substitutable goods. Sixth International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS-07), Honolulu, Hawaii, United States. 13 - 17 May 2007. pp. 267-274 .

Gerding, E. H., van Bragt, D. D. B. and La Poutre, J. A. (2003) Multi-Issue Negotiation Processes by Evolutionary Computation, Validation and Social Extensions. Computational Economics, 22 (1), 39-63.

Bohte, S. M., Gerding, E. H. and La Poutre, J. A. (2004) Market-based Recommendation: Agents that Compete for Consumer Attention. ACM Transactions on Internet Technology, 4 (4), 420-448.

Somefun, D. J. A., Gerding, E. H. and La Poutre, J. A. (2006) Efficient Methods for Automated Multi-Issue Negotiation: Negotiating over a Two-Part Tariff. International Journal of Intelligent Systems, 21 (1), 99-119.

Gerding, E. H. and La Poutre, J. A. (2006) Bilateral Bargaining with Multiple Opportunities: Knowing your Opponent's Bargaining Position. IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews, 36 (1), 45-55.

Gerding, Enrico H., Rogers, Alex, Dash, Rajdeep K. and Jennings, N. R. (2007) Sellers Competing for Buyers in Online Markets: Reserve Prices, Shill Bids, and Auction Fees. Twentieth International Joint Conference on Artificial Intelligence (IJCAI-07), Hyderabad, India. 06 - 12 Jan 2007. pp. 1287-1293 .

Gerding, Enrico, Rabinovich, Zinovi, Byde, Andrew, Elkind, Edith and Jennings, N. R. (2008) Approximating Mixed Nash Equilibria using Smooth Fictitious Play in Simultaneous Auctions. The 7th International Conference on Autonomous Agents and Multiagent Systems, Estoril, Portugal. 11 - 15 May 2008. pp. 1577-1580 .

Gerding, Enrico H., Rogers, Alex, Dash, Rajdeep and Jennings, N. R. (2008) Sellers Competing for Buyers in Online Markets. In, Gimpel, Henner, Jennings, N. R., Kersten, Gregory E., Ockenfels, Axel and Weinhardt, Christof (eds.) Negotiation, Auctions, and Market Engineering. Springer Verlag, pp. 164-170.

Williamson, Simon, Gerding, Enrico and Jennings, Nick (2008) A principled information valuation for communications during multi-agent coordination. Proc AAMAS Workshop on Multi-Agent Sequential Decision Making in Uncertain Domains, Estoril, Portugal. pp. 137-151 .

Niu, Jinzhong, Cai, Kai, Gerding, Enrico, McBurney, Peter and Parsons, Simon (2008) Characterizing effective auction mechanisms: Insights from the 2007 TAC market design competition. The 7th International Conference on Autonomous Agents and Multiagent Systems, Estoril, Portugal. 11 - 15 May 2008.

Gerding, E.H., Somefun, D.J.A. and La Poutre, J.A. (2006) Multi-Attribute Bilateral Bargaining in a One-to-Many Setting. In, Faratin, Peyman and Rodriguez-Aguilar, Juan A. (eds.) Agent Mediated Electronic Commerce VI, Springer Lecture Notes in AI, vol. 3435. Spriver-Verlag, pp. 129-142.

Gerding, E.H., Somefun, D.J.A. and La Poutre, J.A. (2004) Automated Bilateral Bargaining about Multiple Attributes in a One­ to ­Many Setting. 6th International Conference on Electronic Commerce (ICEC'04), Delft, The, Netherlands.

Gerding, E.H., Somefun, D.J.A. and La Poutre, J.A. (2004) Bilateral Bargaining in a One-to-Many Bargaining Setting. 3rd International Conference on Automonous Agents and Multi-Agent Systems (AAMAS'04), New York. 18 - 22 Jul 2004.

Gerding, E.H. and La Poutre, J.A. (2004) Bargaining with Posterior Opportunities: An Evolutionary Social Simulation. In, Gallegati, M., Kirman, A.P. and Marsili, M. (eds.) The Complex Dynamics of Economic Interaction, Springer Lecture Notes in Economics and Mathematical Systems. Springer Verlag.

Bohte, S.M., Gerding, E.H. and La Poutre, J.A. (2001) Competitive Market-based Allocation of Consumer Attention. 3rd ACM Conference on Electronic Commerce (EC'01), Tampa, Florida. pp. 202-206 .

Somefun, D.J.A., Gerding, E.H., Bohte, S.M. and La Poutre, J.A. (2004) Automated Negotiation and Bundling of Information Goods. In, Faratin, P., Parkes, D.C., Rodriguez-Aguilar, J.A. and Walsh, W.E. (eds.) Agent-Mediated Electronic Commerce V: Designing Mechanisms and Systems, Springer Lecture Notes in AI, vol. 3048. Springer Verlag, pp. 1-17.

't Hoen, PJ, Bohte, S., Gerding, E. and La Poutre, H. (2002) An extensible agent architecture for a competitive market-based allocation of consumer attention space. In, Padget, J., Shehory, O., Parkes, D., Sadeh, N. and Walsh, W.E. (eds.) Agent Mediated Electronic Commerce IV: Designing Mechanisms and Systems, Springer Lecture Notes in AI, vol. 2531. (LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, 2531) Springer Verlag, pp. 273-288.

Gerding, E.H. (2004) Autonomous Agents in Bargaining Games: An Evolutionary Investigation of Fundamentals, Strategies, and Business Applications. Technische Universiteit Eindhoven, Management Science, Doctoral Thesis.

Niu, J., Cai, K., Parsons, S., Gerding, E.H., McBurney, P., Moyaux, T. and Phelps, S. (2008) JCAT: A Platform for the TAC Market Design Competition. Proceedings of the 7th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2008), Estoril, Portugal.

Papakonstantinou, Athanasios, Rogers, Alex, Gerding, Enrico and Jennings, Nick (2008) A Truthful Two-Stage Mechanism for Eliciting Probabilistic Estimates with Unknown Costs. In Proceedings of the 18th European Conference on Artificial Intelligence (ECAI 2008), Patras, Greece. pp. 448-452 .

Gerding, Enrico, Dash, Rajdeep, Byde, Andrew and Jennings, Nick (2008) Optimal strategies for bidding agents participating in simultaneous Vickrey auctions with perfect substitutes. Journal of Artificial Intelligence Research, 32, 939-982. (doi:10.1613/jair.2544).

Williamson, Simon A., Gerding, Enrico H. and Jennings, Nicholas R. (2009) Reward Shaping for Valuing Communications During Multi-Agent Coordination. Autonomous Agents And MultiAgent Systems, Budapest, Hungary. pp. 641-648 .

Papakonstantinou, Athanasios, Rogers, Alex, Gerding, Enrico and Jennings, Nicholas (2009) Mechanism design for eliciting probabilistic estimates from multiple suppliers with unknown costs and limited precision. Proceedings of the Eleventh International Workshop on Agent Mediated Electronic Commerce (AMEC 2009), Budapest, Hungary. 11 May 2009. 14 pp .

Gerding, Enrico, Larson, Kate and Jennings, Nick (2010) Eliciting Expert Advice in Service-Oriented Computing. In Agent-Mediated Electronic Commerce: Designing Trading Strategies and Mechanisms for Electronic Markets, Lecture Notes in Business Information Processing, Volumy 59. Springer. pp. 29-43 .

Dash, Rajdeep, Gerding, Enrico and Jennings, Nick (2008) Optimal Financially Constrained Bidding in Multiple Simultaneous Auctions. In, Negotiation, Auctions, and Market Engineering. Springer Verlag, pp. 190-199.

Stein, Sebastian, Gerding, Enrico, Rogers, Alex C., Larson, Kate and Jennings, Nicholas R. (2009) Flexible Procurement of Services with Uncertain Durations. Second International Workshop on Optimisation in Multi-Agent Systems (OptMas), Budapest, Hungary.

Stein, Sebastian, Gerding, Enrico, Rogers, Alex, Larson, Kate and Jennings, Nicholas R. (2009) Flexible Procurement of Services with Uncertain Durations using Redundancy. Twenty-First International Joint Conference on Artificial Intelligence (IJCAI-09), Pasadena, California, United States. 10 - 16 Jul 2009. pp. 292-298 .

Rabinovich, Zinovi, Gerding, Enrico, Polukarov, Maria and Jennings, Nicholas R. (2009) Generalised Fictitious Play for a Continuum of Anonymous Players. Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI), Pasadena, United States. pp. 245-250 .

Gerding, Enrico, Stein, Sebastian, Larson, Kate, Rogers, Alex and Jennings, Nicholas R. (2010) Scalable Mechanism Design for the Procurement of Services with Uncertain Durations. The Ninth International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), Toronto, Canada. 09 - 13 May 2010. pp. 649-656 .

Shi, Bing, Gerding, Enrico H., Vytelingum, Perukrishnen and Jennings, Nicholas R. (2010) A Game-Theoretic Analysis of Market Selection Strategies for Competing Double Auction Marketplaces. 9th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS2010), Toronto, Canada. 13 - 17 May 2010. pp. 857-864 .

Niu, Jinzhong, Cai, Kai, Parsons, Simon, McBurney, Peter and Gerding, Enrico H. (2010) What the 2007 TAC Market Design Game tells us about effective auction mechanisms. Autonomous Agents and Multi-Agent Systems, 21 (2), 172-203. (doi:10.1007/s10458-009-9110-0).

Gerding, Enrico, McBurney, Peter and Yao, Xin (2010) Market-based control of computational systems: Introduction to the special issue. Journal of Autonomous Agents and Multi-Agent Systems, 21 (2), 109-114.

Shi, Bing, Gerding, Enrico H., Vytelingum, Perukrishnen and Jennings, Nicholas R. (2010) Setting Fees in Competing Double Auction Marketplaces: An Equilibrium Analysis. 12th International Workshop on Agent-Mediated Electronic Commerce (AMEC 2010), Toronto, Canada. pp. 85-98 .

Robu, Valentin, Vetsikas, Ioannis, Gerding, Enrico and Jennings, Nick (2010) Flexibly Priced Options: A New Mechanism for Sequential Auctions with Complementary Goods. Twelfth International Workshop on Agent-Mediated Electronic Commerce (AMEC 2010), Toronto, Canada. pp. 29-42 .

Shi, Bing, Gerding, Enrico, Vytelingum, Perukrishnen and Jennings, Nick (2010) An Equilibrium Analysis of Competing Double Auction Marketplaces using Fictitious Play. 19th European Conference on Artificial Intelligence (ECAI), Lisbon, Portugal. pp. 575-580 .

Robu, Valentin, Vetsikas, Ioannis, Gerding, Enrico and Jennings, Nick (2010) Addressing the Exposure Problem of Bidding Agents Using Flexibly Priced Options. 19th European Conference on Artificial Intelligence (ECAI), Lisbon, Portugal. pp. 581-586 .

Stein, Sebastian, Gerding, Enrico and Jennings, Nick (2010) Optimal Task Migration in Service-Oriented Systems: Algorithms and Mechanisms. 19th European Conference on Artificial Intelligence (ECAI), Lisbon, Portugal. pp. 73-78 .

Gerding, Enrico, Larson, Kate, Rogers, Alex and Jennings, Nick (2009) Mechanism Design for Task Procurement with Flexible Quality of Service. In, Kowalczyk, R., Vo, Q.B., Maamar, Z. and Huhns, M. (eds.) Lecture Notes in Computer Science Volume 5907. Springer, pp. 12-23.

Aseere, Ali, Gerding, Enrico and Millard, David (2010) A Voting-Based Agent System for Course Selection in E-Learning. IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Toronto, Canada. 30 Aug - 02 Sep 2010. pp. 303-310 .

Aseere, Ali, Millard, David and Gerding, Enrico (2010) Ultra-Personalization and Decentralization: The Potential of Multi-Agent Systems in Personal and Informal Learning. 5th European Conference on Technology Enhanced Learning, Barcelona, Spain. pp. 30-45 .

Papakonstantinou, Athanasios, Rogers, Alex, Gerding, Enrico H. and Jennings, Nicholas R. (2011) Mechanism design for the truthful elicitation of costly probabilistic estimates in distributed information systems. Artificial Intelligence, 175 (2), 648-672. (doi:10.1016/j.artint.2010.10.007).

Williams, Colin R., Robu, Valentin, Gerding, Enrico H. and Jennings, Nicholas R. (2010) IAMhaggler: A Negotiation Agent for Complex Environments. Ito, Takayuki, Zhang, Minjie, Robu, Valentin, Fatima, Shaheen and Matsuo, Tokuro (eds.) In New Trends in Agent-Based Complex Automated Negotiations. vol. 383, Springer Verlag. pp. 151-158 . (doi:10.1007/978-3-642-24696-8_10).

Gerding, Enrico H., Robu, Valentin, Stein, Sebastian, Parkes, David C., Rogers, Alex and Jennings, Nicholas R. (2011) Online mechanism design for electric vehicle charging. Tenth International Joint Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2011), , Taipei. 01 - 05 May 2011. pp. 811-818 .

Williams, Colin R., Robu, Valentin, Gerding, Enrico H. and Jennings, Nicholas R. (2011) Using Gaussian Processes to Optimise Concession in Complex Negotiations against Unknown Opponents. Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Spain. 15 - 21 Jul 2011. pp. 432-438 . (doi:10.5591/978-1-57735-516-8/IJCAI11-080).

Ceppi, Sofia, Gatti, Nicola and Gerding, Enrico (2011) Mechanism Design for Federated Sponsored Search Auctions. The Twenty-Fifth Conference on Artificial Intelligence (AAAI-11), San Francisco.

Rose, Harry, Rogers, Alex and Gerding, Enrico H. (2011) Mechanism Design for Aggregated Demand Prediction in the Smart Grid. AAAI Workshop on Artificial Intelligence and Smarter Living: The Conquest of Complexity, San Francisco. 06 - 07 Aug 2011.

Robu, Valentin, Stein, Sebastian, Gerding, Enrico, Parkes, David, Rogers, Alex and Jennings, Nick (2012) An Online Mechanism for Multi-Speed Electric Vehicle Charging. Second International Conference on Auctions, Market Mechanisms and Their Applications (AMMA'11), New York, United States. 21 - 22 Aug 2011. pp. 100-112 .

Aseere, Ali, Millard, David and Gerding, Enrico (2011) An Agent Based Voting System for E-Learning Course Selection Involving Complex Preferences. the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Lyon, France. 21 - 26 Aug 2011. pp. 386-393 .

Stein, Sebastian, Gerding, Enrico, Rogers, Alex, Larson, Kate and Jennings, Nick (2011) Algorithms and mechanisms for procuring services with uncertain durations using redundancy. Artificial Intelligence, 175 (14-15), 2021-2060. (doi:10.1016/j.artint.2011.07.002).

Baarslag, Tim, Fujita, Katsuhide, Gerding, Enrico H., Hindriks, Koen, Ito, Takayuki, Jennings, Nicholas R., Jonker, Catholijn, Kraus, Sarit, Lin, Raz, Robu, Valentin and Williams, Colin R. (2013) Evaluating practical negotiating agents: results and analysis of the 2011 international competition. Artificial Intelligence, 198, 73-103. (doi:10.1016/j.artint.2012.09.004).

Shi, Bing, Gerding, Enrico, Vytelingum, Perukrishnen and Jennings, Nick (2013) An equilibrium analysis of market selection strategies and fee strategies in competing double auction marketplaces. Autonomous Agents and Multi-Agent Systems, 26 (2), 245-287.

Stein, Sebastian, Gerding, Enrico, Robu, Valentin and Jennings, Nick (2012) A model-based online mechanism with pre-commitment and its application to electric vehicle charging. Proceedings of the 11th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2012)), Valencina, Spain. 03 - 07 Jun 2012. pp. 669-676 .

Williams, Colin R., Robu, Valentin, Gerding, Enrico H. and Jennings, Nicholas R. (2012) IAMhaggler2011: A Gaussian Process Regression based Negotiation Agent. Ito, Takayuki, Zhang, Minjie, Robu, Valentin and Matsuo, Tokuro (eds.) In Complex Automated Negotiations: Theories, Models, and Software Competitions. vol. 435, Springer Verlag. pp. 209-212 . (doi:10.1007/978-3-642-30737-9_14).

Rose, Harry, Rogers, Alex and Gerding, Enrico H. (2012) A Scoring Rule-Based Mechanism for Aggregate Demand Prediction in the Smart Grid. The 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012), Valencia, Spain. pp. 661-668 .

Aseere, Ali, Millard, David E. and Gerding, Enrico (2012) Evaluation of Fairness Characteristics in an Intelligent System For Academic Course Selection. IADIS Intelligent Systems and Agents 2012 (ISA 2012) Conference, , Lisbon, Portugal. 20 - 22 Jul 2012. 8 pp . (Submitted)

Williams, Colin R., Robu, Valentin, Gerding, Enrico H. and Jennings, Nicholas R. (2012) Negotiating Concurrently with Unknown Opponents in Complex, Real-Time Domains. 20th European Conference on Artificial Intelligence, Montpellier, France. 26 - 30 Aug 2012. pp. 834-839 . (doi:10.3233/978-1-61499-098-7-834).

Rabinovich, Zinovi, Naroditskiy, Victor, Gerding, Enrico H. and Jennings, Nicholas R. (2013) Computing pure Bayesian-Nash equilibria in games with finite actions and continuous types. Artificial Intelligence, 195, 106-139. (doi:10.1016/j.artint.2012.09.007).

Ramchurn, Sarvapali D., Gerding, Enrico, Jennings, N.R. and Hu, Jun (2012) Practical distributed coalition formation via heuristic negotiation in social networks. Fifth International Workshop on Optimisation in Multi-Agent Systems (OPTMAS), Valencia, Spain. 04 Jun 2012. 8 pp .

Gerding, Enrico, Stein, Sebastian, Robu, Valentin, Zhao, Dengji and Jennings, Nicholas R. (2013) Two-sided online markets for electric vehicle charging. Proc. 12th Int. Conf on Autonomous Agents and Multi-Agent Systems. pp. 989-996 .

Stavrogiannis, Lampros C., Gerding, Enrico H. and Polukarov, Maria (2013) Competing intermediary auctions. In AAMAS '13 Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems. International Foundation for Autonomous Agents and Multiagent Systems. pp. 667-674 . (In Press)

de Weerdt, Mathijs M., Gerding, Enrico, Stein, Sebastian, Robu, Valentin and Jennings, Nicholas R. (2013) Intention-aware routing to minimise delays at electric vehicle charging stations. Proc. 23rd Int. Joint Conf. on AI (IJCAI). pp. 83-89 .

Robu, Valentin, Gerding, Enrico H., Stein, Sebastian, Parkes, David C., Rogers, Alex and Jennings, Nicholas R. (2013) An Online Mechanism for Multi-Unit Demand and its Application to Plug-in Hybrid Electric Vehicle Charging. Journal of Artificial Intelligence Research, 48, 175-230.

Booth, Ash, Gerding, Enrico and McGroarty, Frank (2014) Automated trading with performance weighted random forests and seasonality. Expert Systems with Applications, 41 (8), 3651-3661. (doi:10.1016/j.eswa.2013.12.009).

Zhao, Dengji, Zhang, Dongmo, Gerding, Enrico, Sakurai, Yuko and Makoto, Yokoo (2014) Incentives in Ridesharing with Deficit Control. 13th International Conference on Autonomous Agents and Multi-Agent Systems, , Paris, France. 05 - 09 May 2014.

Ströhle, Philipp, Gerding, Enrico, de Weerdt, Mathijs, Stein, Sebastian and Robu, Valentin (2014) Online mechanism design for scheduling non-preemptive jobs under uncertain supply and demand. Lomuscio, Alessio, Scerri, Paul, Bazzan, Ana and Huhns, Michael (eds.) In AAMAS '14 Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems. ACM. pp. 437-444 .

Mehra, Chetan, Prugel-Bennett, Adam, Gerding, Enrico and Robu, Valentin (2014) Constructing smart portfolios from data driven quantitative investment models. Computational Intelligence for Financial Engineering and Economics (CIFEr), London, GB, 27 - 28 Mar 2014. IEEE, 1-8.. pp. 1-8 .

Stavrogiannis, Lampros C., Gerding, Enrico H. and Polukarov, Maria (2014) Auction mechanisms for demand-side intermediaries in online advertising exchanges. In AAMAS '14 Proceedings of the 2014 international conference on Autonomous agents and multi-agent systems. ACM. pp. 1037-1044 .

Booth, Ash, Gerding, Enrico and McGroarty, Frank (2014) Predicting equity market price impact with performance weighted ensembles of random forests. Computational Intelligence for Financial Engineering and Economics (CIFEr), London, United Kingdom. 27 - 28 Mar 2014. pp. 1-8 .

Gatti, Nicola, Rocco, Marco, Ceppi, Sofia and Gerding, Enrico H. (2014) Mechanism Design for Mobile Geo–Location Advertising. Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI-14). 26 - 30 Jul 2014.

Falahat, Darius P., Gerding, Enrico H. and Brede, Markus (2013) Evolving Behaviour-Dependent Strategies in Agent Negotiations. 12th European Conference on Artificial Life (ECAL 2013), Taormina, Italy. 01 - 05 Sep 2013. pp. 593-600 . (doi:10.7551/978-0-262-31709-2-ch085).

Gomer, Richard Charles, schraefel, m.c. and Gerding, Enrico (2014) Consenting agents: semi-autonomous interactions for ubiquitous consent. Workshop, UbiComp'14: How Do You Solve a Problem like Consent?, , Seattle, United States. 13 - 17 Sep 2014. pp. 653-658 . (doi:10.1145/2638728.2641682).

Zhao, Dengji, Ramchurn, Sarvapali D., Gerding, Enrico H. and Jennings, Nicholas R. (2015) Balanced trade reduction for dual-role exchange markets. The Twenty-Ninth AAAI Conference on Artificial Intelligence, Austin, United States. 25 - 30 Jan 2015. pp. 1064-1070 .

Baarslag, Tim and Gerding, Enrico H. (2015) Optimal incremental preference elicitation during negotiation. Twenty-fourth International Joint Conference on Artificial Intelligence, , Buenos Aires, Argentina. 24 - 31 Jul 2015. pp. 3-9 .

Alam, Muddasser, Gerding, Enrico H., Rogers, Alex and Ramchurn, Sarvapali D. (2015) A scalable, decentralised multi-issue negotiation protocol for energy exchange. International Joint Conference on Artificial Intelligence (IJCAI), Buenos Aires, Argentina. 24 - 31 Jul 2015. 7 pp .

Hayakawa, Keiichiro, Gerding, Enrico, Stein, Sebastian and Shiga, Takahiro (2015) Online mechanisms for charging electric vehicles in settings with varying marginal electricity costs. In IJCAI'15 Proceedings of the 24th International Conference on Artificial Intelligence. ACM. pp. 2610-2616 .

Baarslag, Tim, Liccardi, Ilaria, Gerding, Enrico H., Gomer, Richard and schraefel, m.c. (2015) Negotiating mobile app permissions. Amsterdam Privacy Conference (APC 2015), , Amsterdam, Netherlands. 23 - 26 Oct 2015. 3 pp .

Booth, Ash, Gerding, Enrico H. and McGroarty, Frank (2015) Performance-weighted ensembles of random forests for predicting price impact. Quantitative Finance, 15 (11), 1823-1835. (doi:10.1080/14697688.2014.983539).

Ceppi, Sofia, Gerding, Enrico H. and Gatti, Nicola (2012) Merging Multiple Information Sources in Federated Sponsored Search Auctions. 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012).

Baarslag, Tim, Gerding, Enrico H., Aydogan, Reyhan and schraefel, m.c. (2016) Optimal negotiation decision functions in time-sensitive domains. In Proceedings - 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2015. vol. 2, Institute of Electrical and Electronics Engineers Inc. pp. 190-197 . (doi:10.1109/WI-IAT.2015.161).

de Weerdt, Mathijs M., Stein, Sebastian, Gerding, Enrico, ROBU, VALENTIN and Jennings, Nicholas (2015) Data for "Intention-Aware Routing of Electric Vehicles" in IEEE Transactions on Intelligent Transportation Systems. University of Southampton doi:10.5258/SOTON/383415 [Dataset]

de Weerdt, M., Stein, S., Gerding, E., Robu, V. and Jennings, N.R. (2016) Intention-aware routing of electric vehicles. IEEE Transactions on Intelligent Transportation Systems, 17 (5), 1472-1482, [7365482]. (doi:10.1109/TITS.2015.2506900).

Stein, S., Gerding, E., Nedea, A., Rosenfeld, A. and Jennings, N.R. (2016) Bid2Charge: Market user interface design for electric vehicle charging. Thangarajah, J., Tuyls, K., Jonker, C. and Marsella, S. (eds.) In AAMAS '16 Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems. ACM. pp. 882-890 .

Shi, Bing, Gerding, Enrico and Jennings, Nicholas (2016) An equilibrium analysis of trading across multiple double auction marketplaces using fictitious play. Electronic Commerce Research and Applications, 17, 134-149. (doi:10.1016/j.elerap.2016.04.002).

De Weerdt, Mathijs, Gerding, Enrico and Stein, Sebastian (2016) Minimising the rank aggregation error. Proceedings of the 15th International Conference on Autonomous Agents and Multi-Agent Systems, Singapore, Singapore. 08 - 12 May 2016. 2 pp .

Gerding, Enrico, Stein, Sebastian, Ceppi, Sofia and ROBU, VALENTIN (2016) Data for "Online Mechanism Design for Vehicle-to-Grid Car Parks" in Proc. IJCAI-16. University of Southampton doi:10.5258/SOTON/391163 [Dataset]

Gerding, Enrico, Stein, Sebastian, Ceppi, Sofia and Robu, Valentin (2016) Online mechanism design for vehicle-to-grid car parks. In Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI'16). ACM. pp. 286-293 .

Baarslag, Tim, Alan, Alper T., Gomer, Richard C., Liccardi, Ilaria, Marreiros, Helia, Gerding, Enrico and schraefel, m.c. (2016) Negotiation as an interaction mechanism for deciding app permissions. In CHI EA '16: Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems. ACM. pp. 2012-2019 . (doi:10.1145/2851581.2892340).

Restocchi, Valerio, Mcgroarty, Frank, Gerding, Enrico and Johnson, Johnnie (2016) The impact of transaction costs in sports betting markets. Social Simulation Conference SSC2016, Rome, Italy. 18 - 22 Sep 2016.

Restocchi, Valerio, Mcgroarty, Frank, Gerding, Enrico and Johnson, Johnnie (2016) Explaining the favourite-longshot bias with heterogeneous interacting agents. WEHIA2016, XXI Workshop on the Economic Science with Heterogeneous Interacting Agents, Castellòn de la Plana, Spain. 21 - 22 Jun 2016.

Drwal, Maciej, Gerding, Enrico, Stein, Sebastian, Hayakawa, Keiichiro and Kitaoka, Hironobu (2017) Adaptive pricing mechanisms for on-demand mobility. In AAMAS '17 Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems. ACM. pp. 1017-1025 .

Baarslag, Tim, Alan, Alper, Gomer, Richard, Alam, Muddasser, Charith, Perera, Gerding, Enrico and Schraefel, Monica (2017) Meaningful Consent Study 2 Dataset. University of Southampton doi:10.5258/SOTON/405394 [Dataset]

Restocchi, Valerio, Mcgroarty, Frank, Gerding, Enrico and Johnson, Johnnie (2017) The impact of transaction costs on state-contingent claims mispricing. Finance Research Letters. (doi:10.1016/j.frl.2017.02.006).

Baarslag, Tim, Alper, Alan, Gomer, Richard, Alam, Muddasser, Charith, Perera, Gerding, Enrico and schraefel, m.c. (2017) An automated negotiation agent for permission management. In AAMAS 2017: Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems. ACM. pp. 380-390 .

Almansour, Ibrahem, Abdullah, Gerding, Enrico and Wills, Gary (2017) An Agent Trading on Behalf of V2G Drivers in a Day-Ahead Price Market. International Conference on Vehicle Technology and Intelligent Transport Systems, , Porto, Portugal. 22 - 24 Apr 2017. 7 pp . (In Press)

Wiyono, Didiek, Sri, Stein, Sebastian and Gerding, Enrico H. (2016) Novel energy exchange models and a trading agent for community energy market. International Conference on the European Energy Market, , Porto, Portugal. 06 - 09 Jun 2016. pp. 1-5 . (doi:10.1109/EEM.2016.7521196).

Shi, Bing, Huang, Yalong, Xiong, Shengwu and Gerding, Enrico H. (2016) Setting an effective pricing policy for double auction marketplaces. In, PRICAI 2016: TRENDS IN ARTIFICIAL INTELLIGENCE: 14th Pacific Rim International Conference on Artificial Intelligence, Phuket, Thailand, August 22-26. (Lecture Notes in Computer Science, 9810) Springer Verlag, pp. 457-471. (doi:10.1007/978-3-319-42911-3_38).

Marmion, Vincent, Joseph, Millard, David, Gerding, Enrico and Stevenage, Sarah (2017) The tragedy of the identity assurance commons. ACM Web Science 2017, Rensselaer Polytechnic Institute, Troy, United States. 25 - 28 Jun 2017. (In Press)

Stein, Sebastian, Gerding, Enrico, Nedea, Adrian, Rosenfeld, Avi and Jennings, Nicholas (2017) Market interfaces for electric vehicle charging. Journal of Artificial Intelligence Research, 59, 175-227. (doi:10.1613/jair.5387).

Hughes, Christopher Mark, Gerding, Enrico, Warren, Lorraine and Noble, Jason (2014) The regulatory dilemma: an agent-based approach to policy making within innovation systems. In World Congress on Social Simulation. pp. 52-63 .

Baarslag, Tim, Kaisers, Michael, Gerding, Enrico, Jonker, Catholijn M. and Gratch, Jonathan (2017) When will negotiation agents be able to represent us? The challenges and opportunities for autonomous negotiators. Sierra, Carles (ed.) In Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence. pp. 4684-4690 . (doi:10.24963/ijcai.2017/653).

Stein, Sebastian, Gerding, Enrico, Nedea, A, Rosenfeld, Avi and Jennings, Nicholas (2017) Evaluating market user interfaces for electric vehicle charging using Bid2Charge. Sierra, Carles (ed.) In Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI-17): Best Sister Conferences. International Joint Conferences on Artificial Intelligence. pp. 4939-4943 . (doi:10.24963/ijcai.2017/698).

Habib, Fatma R., POLUKAROV, MARIA and Gerding, Enrico (2017) Optimising social welfare in multi-resource threshold task games: Appendix.

Gomer, Richard, Charles, schraefel, m.c., Gerding, Enrico, Alan, Alper and Filipczuk, Dorota (2017) Building a consentful economy Southampton. University of Southampton

Baarslag, Tim, Kaisers, Michael, Gerding, Enrico, Jonker, Catholijn and Gratch, Jonathan (2017) Computers that negotiate on our behalf: Major challenges for self-sufficient, self-directed, and interdependent negotiating agents. In, Sukthankar, Gita and Rodriguez-Aguilar, Juan A. (eds.) Autonomous Agents and Multiagent Systems : AAMAS 2017 Workshops, Visionary Papers. (Lecture Notes in Computer Science, 10643) Cham. Springer, pp. 143-163. (doi:10.1007/978-3-319-71679-4_10).

Habib, Fatma R., Polukarov, Maria and Gerding, Enrico (2017) Optimising social welfare in multi-resource threshold task games. In, PRIMA 2017: Principles and Practice of Multi-Agent Systems. (HASH(0xd1d3b60), 10621) Springer. (doi:10.1007/978-3-319-69131-2_7).

Perez Diaz, Alvaro (2017) Dataset for "Coordination and payment mechanisms for electric vehicle aggregators" article. University of Southampton doi:10.5258/SOTON/D0339 [Dataset]

Perez-Diaz, Alvaro, Gerding, Enrico and McGroarty, Frank (2018) Coordination and payment mechanisms for electric vehicle aggregators. Applied Energy, 212, 185-195. (doi:10.1016/j.apenergy.2017.12.036).

Almansour, Ibrahem, Abdullah, Gerding, Enrico and Wills, Gary (2018) The feasibility of using V2G to face the peak demand in warm countries. International Conference on Vehicle Technology and Intelligent Transport Systems, Madeira, Funchal, Portugal. 16 - 18 Mar 2018. 5 pp .

Hayakawa, Keiichiro, Gerding, Enrico, Stein, Sebastian and Shiga, Takahiro (2018) Price-based online mechanisms for settings with uncertain future procurement costs and multi-unit demand. In 17th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2018). ACM. pp. 309-317 .

Atkins, Adam, Gerding, Enrico and Niranjan, Mahesan (2018) Financial news predicts stock market volatility better than close price. The Journal of Finance and Data Science. (doi:10.1016/j.jfds.2018.02.002).

Perez Diaz, Alvaro (2018) Dataset for "Coordination of Electric Vehicle Aggregators: A Coalitional Approach". University of Southampton doi:10.5258/SOTON/D0413 [Dataset]

Perez-Diaz, Alvaro, Gerding, Enrico and McGroarty, Frank (2018) Coordination of electric vehicle aggregators: a coalitional approach. In 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. vol. 1, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS). pp. 676-684 .

Restocchi, Valerio, McGroarty, Frank, Gerding, Enrico and Johnson, Johnnie E.V. (2018) It takes all sorts: a heterogeneous agent explanation for prediction market mispricing. European Journal of Operational Research, 270 (2), 556-569. (doi:10.1016/j.ejor.2018.04.011).

Almansour, Ibrahem, Abdullah, Gerding, Enrico and Wills, Gary (2018) Automated trading in vehicle-to-grid with price uncertainty using consensus. International Conference on New Energy Vehicle and Vehicle Engineering, , Seoul, Korea, Democratic People's Republic of. 25 - 28 Oct 2018. pp. 1-9 . (In Press)

Bakoush, Mohamed, Gerding, Enrico and Wolfe, Simon (2016) Modelling the dynamics of systemic risk in over-the-counter interest rate derivatives market. In Society for Computational Economics : Computing in Economics and Finance - CEF 2016. Society of Computational Economics..

Bakoush, Mohamed, Gerding, Enrico and Wolfe, Simon (2017) Interest rate swaps clearing and systemic risk. In American Economic Association (AEA): The 2017 Annual Meeting. American Economic Association..

Perez-Diaz, Alvaro, Gerding, Enrico and McGroarty, Frank (2018) Decentralised coordination of electric vehicle aggregators. International Workshop on Optimization in Multiagent Systems, , Stockholm, Sweden. 14 - 15 Jul 2018. 15 pp .

Bakoush, Mohamed, Gerding, Enrico and Wolfe, Simon (2019) Margin requirements and systemic liquidity risk. Journal of International Financial Markets, Institutions and Money, 58, 78-95. (doi:10.1016/j.intfin.2018.09.007).

Restocchi, Valerio, McGroarty, Frank and Gerding, Enrico (2018) The temporal evolution of mispricing in prediction markets. Finance Research Letters, 1-5. (doi:10.1016/j.frl.2018.08.003).

McGroarty, Frank, Booth, Ash, Gerding, Enrico and Chinthalapati, V.L. Raju (2018) High frequency trading strategies, market fragility and price spikes: an agent based model perspective. Annals of Operations Research. (doi:10.1007/s10479-018-3019-4).

Restocchi, Valerio, McGroarty, Frank and Gerding, Enrico (2019) The stylized facts of prediction markets: analysis of price changes. Physica A: Statistical Mechanics and its Applications, 515, 159-170. (doi:10.1016/j.physa.2018.09.183).

Restocchi, Valerio, McGroarty, Frank and Gerding, Enrico (2019) Statistical properties of volumes and calendar effects in prediction markets. Physica A: Statistical Mechanics and its Applications, 253, 1150-1160. (doi:10.1016/j.physa.2019.03.096).

Nunes, Manuel, Clemente Mendonca, Gerding, Enrico, McGroarty, Frank and Niranjan, Mahesan (2018) Dataset for "A Comparison of Multitask and Single Task Learning with Artificial Neural Networks for Yield Curve Forecasting". University of Southampton doi:10.5258/SOTON/D0450 [Dataset]

Nunes, Manuel, Gerding, Enrico, McGroarty, Frank and Niranjan, Mahesan (2019) A comparison of multitask and single task learning with artificial neural networks for yield curve forecasting. Expert Systems with Applications, 119, 362-375. (doi:10.1016/j.eswa.2018.11.012).

Bi, Fan, Stein, Sebastian, Gerding, Enrico, Jennings, Nick and La Porta, Tom (2019) A truthful online mechanism for allocating fog computing resources. Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019), , Montreal, Canada. 13 - 17 May 2019. pp. 1829-1831 .

Pruna, Radu-Theodor, Okhrati, Ramin, Gerding, Enrico and Jennings, Nicholas R. (2019) The destabilizing effect of regret in an agent-based asset pricing model. Physica A: Statistical Mechanics and its Applications. (Submitted)

Perez Diaz, Alvaro (2019) Dataset for "Fair Online Allocation of Perishable Goods and its Application to Electric Vehicle Charging". University of Southampton doi:10.5258/SOTON/D0926 [Dataset]

Bi, Fan, Stein, Sebastian, Gerding, Enrico, Jennings, Nick and La Porta, Thomas (2019) A truthful online mechanism for resource allocation in fog computing. Nayak, A. and Sharma, A. (eds.) In PRICAI 2019: Trends in Artificial Intelligence. PRICAI 2019. vol. 11672, Springer, Cham. pp. 363-376 . (doi:10.1007/978-3-030-29894-4_30).

Marmion, Vincent, Joseph, Millard, David, Gerding, Enrico and Stevenage, Sarah (2019) The willingness of crowds: cohort disclosure preferences for personally identifying information. In Proceedings of the Thirteenth International Conference on Web and Social Media. vol. 13, AAAI. pp. 358-368 .

Gerding, Enrico, Perez-Diaz, Alvaro, Aziz, Haris, Gaspers, Serge, Marcu, Antonia, Mattei, Nicholas and Walsh, Toby (2019) Fair online allocation of perishable goods and its application to electric vehicle charging. In Proceedings of the Twenty-Eigth International Joint Conference on Artificial Intelligence (IJCAI-19). 7 pp . (In Press)

schraefel, m.c., Gomer, Richard, Alan, Alper, Gerding, Enrico and Maple, Carsten (2017) The Internet of Things: Interaction challenges to meaningful consent at scale. Interactions, 24 (6), 26-33. (doi:10.1145/3149025).

Bakoush, Mohamed, Gerding, Enrico H. and Wolfe, Simon (2019) Interest rate swaps clearing and systemic risk. Finance Research Letters. (doi:10.1016/j.frl.2019.06.016).

Perez Diaz, Alvaro (2019) Dataset for "Coordination Mechanisms for Electric Vehicle Aggregators". University of Southampton doi:10.5258/SOTON/D1080 [Dataset]

Perez-Diaz, Alvaro, Gerding, Enrico and McGroarty, Frank (2020) Catching cheats: detecting strategic manipulation in distributed optimisation of electric vehicle aggregators. Journal of Artificial Intelligence Research, 67. (doi:10.1613/jair.1.11573).

Alabdullatif, Abdullah M., Gerding, Enrico and Perez-Diaz, Alvaro (2020) Market design and trading strategies for community energy markets with storage and renewable supply. Energies, 13 (4), [en13040972]. (doi:10.3390/en13040972).

Burmann, Jan, Gerding, Enrico and Rastegari, Baharak (2020) Fair allocation of resources with uncertain availability. Nineteenth International Conference on Autonomous Agents and Multi-Agent Systems, , Auckland, New Zealand. 09 - 13 May 2020. 9 pp .

Stein, Sebastian, Ochal, Mateusz, Moisoiu, Ioana-Adriana, Gerding, Enrico, Ganti, Raghu, He, Ting and La Porta, Tom (2020) Strategyproof reinforcement learning for online resource allocation. In AAMAS '20: Proceedings of the 19th International Conference on Autonomous Agents and MultiAgent Systems. University of Auckland. 1296–1304 . (doi:10.5555/3398761.3398911).

schraefel, m.c., Gomer, Richard, Gerding, Enrico and Maple, Carsten (2020) Rethinking transparency for the Internet of Things. In, Hildebrandt, Mireille and O'Hara, Kieron (eds.) Life and the Law in the Era of Data-Driven Agency. Edward Elgar Publishing, pp. 100-116. (doi:10.4337/9781788972000.00012).

Bakoush, Mohamed, Gerding, Enrico and Wolfe, Simon (2019) An integrated macroprudential stress test of bank liquidity and solvency. In American Economic Association 2019 Annual Meeting. Atlanta, GA, USA. (In Press)

Nunes, Manuel Clemente Mendonca, Gerding, Enrico, McGroarty, Frank and Niranjan, Mahesan (2020) LSTM-LagLasso for bond yield forecasting: Peeping into the long short-term memory networks' black box. Workshop on Advancing Machine Learning in Finance, Insurance and Economics, Cass Business School and University of Glasgow, London, United Kingdom. 17 Jan 2020. (doi:10.13140/RG.2.2.10212.53129).

Nunes, Manuel Clemente Mendonca, Gerding, Enrico, McGroarty, Frank and Niranjan, Mahesan (2019) The memory advantage of long short-term memory networks for bond yield forecasting. International Conference on Forecasting Financial Markets, Venice, Italy, Ca' Foscari University of Venice, Venice, Italy. 19 - 21 Jun 2019. (In Press)

Cai, Zhongqi, Brede, Markus and Gerding, Enrico (2020) Influence maximization for dynamic allocation in voter dynamics. The 9th International Conference on Complex Networks and their Applications, , Madrid, Spain. 01 - 03 Dec 2020. 12 pp .

Bishop, Nicholas, Tran-Thanh, Long and Gerding, Enrico (2020) Optimal learning from verified training data. Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M.F. and Lin, H. (eds.) In Advances in Neural Information Processing Systems 33 (NeurIPS 2020). NeurIPS..

Rigas, Emmanouil S., Gerding, Enrico, Stein, Sebastian, Ramchurn, Sarvapali D. and Bassiliades, Nick (2020) Mechanism design for efficient allocation of electric vehicles to charging stations. In SETN 2020: 11th Hellenic Conference on Artificial Intelligence. pp. 10-15 . (doi:10.1145/3411408.3411434).

Yazdanpanah, Vahid, Gerding, Enrico H., Stein, Sebastian, Dastani, Mehdi, Jonker, Catholijn M., Norman, Timothy J. and Ramchurn, Sarvapali D. (2021) Responsibility ascription in trustworthy autonomous systems. Embedding AI in Society, North Carolina State University, Raleigh (online), United States. 18 - 19 Feb 2021. 5 pp . (In Press)

Yazdanpanah, Vahid, Gerding, Enrico, Stein, Sebastian, Dastani, Mehdi, Jonker, Catholijn M. and Norman, Timothy (2021) Responsibility Research for Trustworthy Autonomous Systems. 20th International Conference on Autonomous Agents and Multiagent Systems, London (Virtual), Virtual, United Kingdom. 03 - 07 May 2021. pp. 57-62 . (doi:10.48448/w5y9-qk13).

Gomer, Richard, Stein, Sebastian, Gerding, Enrico, schraefel, m.c., Maple, Carsten and Yazdanpanah, Vahid (2020) AutoTrust in 2020 and beyond: The landscape, stakeholders and possible futures of the Internet of Vehicles The Autotrust Platform

Yazdanpanah, Vahid, Gerding, Enrico H., Stein, Sebastian, Cirstea, Corina, schraefel, m.c., Norman, Timothy J. and Jennings, Nicholas R. (2021) Collective responsibility in multiagent settings. ACM Collective Intelligence Conference 2021 (CI-2021), Virtual, Copenhagen, Denmark. 29 - 30 Jun 2021. 4 pp . (In Press)

Yazdanpanah, Vahid, Stein, Sebastian, Gerding, Enrico H. and schraefel, m.c. (2021) Multiagent strategic reasoning in the IoV: A logic-based approach. ACM Collective Intelligence Conference 2021 (CI-2021), Virtual, Copenhagen, Denmark. 29 - 30 Jun 2021. 4 pp . (In Press)

Aydoğan, Reyhan, Baarslag, Tim and Gerding, Enrico (2021) Artificial intelligence techniques for conflict resolution. Group Decision and Negotiation, 30 (4), 1-5. (doi:10.1007/s10726-021-09738-x). (In Press)

Cai, Zhongqi, Brede, Markus and Gerding, Enrico (2020) Influence maximization for dynamic allocation in voter dynamics. Benito, Rosa M., Cherifi, Chantal, Cherifi, Hocine, Moro, Esteban, Rocha, Luis Mateus and Sales-Pardo, Marta (eds.) In Complex Networks and Their Applications IX - Volume 1, Proceedings of the Ninth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2020. vol. 943, Springer Science and Business Media Deutschland GmbH. pp. 382-394 . (doi:10.1007/978-3-030-65347-7_32).

Iwase, Tatsuya, Stein, Sebastian and Gerding, Enrico (2021) A Polynomial-time, truthful, individually rational and budget balanced ridesharing mechanism. International Joint Conference on Artificial Intelligence, Virtual, Montreal, Canada. 21 - 26 Aug 2021. pp. 268-275 . (doi:10.24963/ijcai.2021/38).

Worrawichaipat, Phuriwat, Gerding, Enrico, Kaparias, Ioannis and Ramchurn, Sarvapali (2021) Resilient intersection management with multi-vehicle collision avoidance. Frontiers in Sustainable Cities, 3, [670454]. (doi:10.3389/frsc.2021.670454).

Yazdanpanah, Vahid, Stein, Sebastian, Gerding, Enrico and Jennings, Nicholas R. (2021) Applying strategic reasoning for accountability ascription in multiagent teams. The IJCAI-21 Workshop on Artificial Intelligence Safety (AISafety 2021), Virtual. 21 - 22 Aug 2021. 9 pp .

Dbouk, Wassim (ed.) , Trustworthy Autonomous Systems Hub (2021) The future of connected and automated mobility in the UK: call for evidence University of Southampton 15pp. (doi:10.5258/SOTON/P0097).

Yazdanpanah, Vahid, Gerding, Enrico and Stein, Sebastian (2021) Formal Methods to Verify and Ensure Self-Coordination Abilities in the Internet of Vehicles. In Computational Logistics: 12th International Conference, ICCL 2021, Enschede, The Netherlands, September 27–29, 2021, Proceedings. Springer.. (In Press)

Yazdanpanah, Vahid, Stein, Sebastian, Gerding, Enrico and Jennings, Nicholas R. (2021) Task-oriented accountability in autonomous systems. The UKRI Trustworthy Autonomous Systems Programme: All Hands Meeting, Virtual, Southampton, United Kingdom. 14 - 16 Sep 2021.

Zavvos, Efstathios, Gerding, Enrico, Yazdanpanah, Vahid, Maple, Carsten, Stein, Sebastian and schraefel, m.c. (2021) Privacy and Trust in the Internet of Vehicles. IEEE Transactions on Intelligent Transportation Systems. (doi:10.1109/TITS.2021.3121125). (In Press)

Yazdanpanah, Vahid, Gerding, Enrico, Stein, Sebastian, Cirstea, Corina, schraefel, m.c., Norman, Timothy and Jennings, Nicholas R. (2021) Different Forms of Responsibility in Multiagent Systems: Sociotechnical Characteristics and Requirements. IEEE Internet Computing, 25 (6), 15-22. (doi:10.1109/MIC.2021.3107334).

Cai, Zhongqi, Gerding, Enrico and Brede, Markus (2022) Accelerating opponent strategy inference for voting dynamics on complex networks. Benito, Rosa Maria, Cherifi, Chantal, Cherifi, Hocine, Moro, Esteban, Rocha, Luis M. and Sales-Pardo, Marta (eds.) In Complex Networks and Their Applications X - Proceedings of the 10th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021. vol. 1015, Springer Science and Business Media Deutschland GmbH. pp. 844-856 . (doi:10.1007/978-3-030-93409-5_69).

Brambilla, Marco, Ceppi, Sofia, Gatti, Nicola and Gerding, Enrico H. (2012) A revenue sharing mechanism for federated search and advertising. In WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion. pp. 465-466 . (doi:10.1145/2187980.2188079).

Jacobo, Jaime Cerda, De Roure, David and Gerding, Enrico H. (2008) An agent-based electrical power market. In 7th International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS 2008. vol. 3, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS). pp. 1609-1610 .

Zavvos, Efstathios, Gerding, Enrico H. and Brede, Markus (2021) A comprehensive game-theoretic model for electric vehicle charging station competition. IEEE Transactions on Intelligent Transportation Systems. (doi:10.1109/TITS.2021.3111765).

Perez-Diaz, Alvaro, Gerding, Enrico H. and McGroarty, Frank (2020) Catching cheats: detecting strategic manipulation in distributed optimisation of electric vehicle aggregators. Bessiere, Christian (ed.) In Proceedings of the 29th International Joint Conference on Artificial Intelligence, IJCAI 2020: Journal Track. vol. 2021-January, International Joint Conferences on Artificial Intelligence. pp. 5095-5099 . (doi:10.24963/ijcai.2020/714).

Rigas, Emmanouil S., Gerding, Enrico H., Stein, Sebastian, Ramchurn, Sarvapali D. and Bassiliades, Nick (2022) Mechanism design for efficient offline and online allocation of electric vehicles to charging stations. Energies, 15 (5), [1660]. (doi:10.3390/en15051660).

Ong, Yi Cheng, Protopapas, Nicos, Yazdanpanah, Vahid, Gerding, Enrico and Stein, Sebastian (2022) Preference-aware dynamic ridesharing. The 6th International Workshop on Agent-Based Modelling of Urban Systems, Auckland, New Zealand (Virtual), Auckland, New Zealand. 10 May 2022. 5 pp .

Cipolina-Kun, Lucia, Yazdanpanah, Vahid, Gerding, Enrico and Stein, Sebastian (2022) Coalition formation in ridesharing with walking options. ICLR 2022 Workshop on Gamification and Multiagent Solutions, Co-located with ICLR (virtually). 29 Apr 2022.

Buermann, Jan, Georgiev, Dimitar, Gerding, Enrico, Hill, Lewis, Malik, Obaid, Pop, Alexandru, Pun, Matthew, Ramchurn, Sarvapali, Salisbury, Elliot and Stojanovic, Ivan (2022) An agent-based simulator for maritime transport decarbonisation: Demonstration track. 21st International Conference on Autonomous Agents and Multiagent Systems, Online. 09 - 13 May 2022. pp. 1890-1892 . (doi:10.48448/ew81-ws95).

Bakoush, Mohamed, Gerding, Enrico, Mishra, Tapas and Wolfe, Simon (2022) An integrated macroprudential stress test of bank liquidity and solvency. Journal of Financial Stability, 60, [101012]. (doi:10.1016/j.jfs.2022.101012).

Iwase, Tatsuya, Stein, Sebastian, Gerding, Enrico and Chapman, Archie (2022) A Polynomial-time decentralised algorithm for coordinated management of multiple intersections. The 31st International Joint Conference on Artificial Intelligence, Messe Wien Exhibition and Congress Center, Vienna, Austria. 23 - 29 Jul 2022. 13 pp . (In Press)

Zhang, Danni, Bayer, Steffen, Wills, Gary, Frei, Regina, Gerding, Enrico and Senyo, PK (2022) Using big data analytics to combat retail fraud. the 4th International Conference on Finance, Economics, Management and IT Business. pp. 85-92 . (doi:10.5220/0011042600003206).

Cai, Zhongqi, Gerding, Enrico and Brede, Markus (2022) Control Meets Inference: Using Network Control to Uncover the Behaviour of Opponents. Entropy, 24 (5), [640]. (doi:10.3390/e24050640).

Contact

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Email: eg@ecs.soton.ac.uk

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