?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Modelling+Bounded+Rationality+In+Agent-Based+Simulations+using+the+Evolution+of+Mental+Models&rft.creator=Edmonds%2C+Bruce&rft.subject=Cognitive+Psychology&rft.subject=Artificial+Intelligence&rft.subject=Complexity+Theory&rft.subject=Machine+Learning&rft.subject=Evolutionary+Psychology&rft.subject=Social+Psychology&rft.description=A+technique+for+modelling+economic+agents+with+bounded+and+procedural+rationality+is+presented.+In+this+technique+an+agent+has+a+population+of+mental+models+which+evolve.+This+evolution+is+its+learning+process.+This+is+embedded+within+an+agent+architecture+which+then+exhibits+several+qualitative+characteristics+relevant+to+modelling+human-like+agents.+Two+example+models+using+this+technique+are+presented.+The+first+is+of+agents+attempting+to+learn+their+own+utility+function+in+the+presence+of+structural+change.+The+second+is+an+extension+of+Brian+Arthur's+%60El+Farol+Bar'+model+where+evolutionary+learning+and+communication+is+added.&rft.publisher=Kluwer+Academic&rft.contributor=Brenner%2C+Thomas&rft.date=1998&rft.type=Book+Chapter&rft.type=NonPeerReviewed&rft.format=application%2Fpostscript&rft.identifier=http%3A%2F%2Fcogprints.org%2F511%2F1%2FmbremmA4.ps&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F511%2F5%2Fmbremm.pdf&rft.identifier=++Edmonds%2C+Bruce++(1998)+Modelling+Bounded+Rationality+In+Agent-Based+Simulations+using+the+Evolution+of+Mental+Models.++%5BBook+Chapter%5D++++(In+Press)++&rft.relation=http%3A%2F%2Fcogprints.org%2F511%2F