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TY - GEN
ID - cogprints2511
UR - http://cogprints.org/2511/
A1 - Huang, Xiao
A1 - Weng, John
Y1 - 2002///
N2 - The value system of a developmental robot signals the occurrence of salient sensory inputs, modulates the mapping from sensory inputs to action outputs, and evaluates candidate actions. In the work reported here, a low level value system is modeled and implemented. It simulates the non-associative animal learning mechanism known as habituation effect. Reinforcement learning is also integrated with novelty. Experimental results show that the proposed value system works as designed in a study of robot viewing angle selection.
PB - Lund University Cognitive Studies
KW - developmental robot
KW - value system
KW - sensory
KW - habituation effect
KW - reinforcement learning
KW - IHDR
KW - SAIL
TI - Novelty and Reinforcement Learning in the Value System of Developmental Robots
SP - 47
AV - public
EP - 55
ER -