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Distributed relational temporal difference learning

Published in Adaptive Agents and Multi-Agents Systems • May 6, 2013
NobleIDNI7P03W31R18S13
Authors:
Qiangfeng Peter Lau
,
Mong Li Lee
,
Wynne Hsu

Abstract

Relational representations have great potential for rapidly generalizing learned knowledge in large Markov decision processes such as multi-agent problems. In this work, we introduce relational temporal difference learning for the distributed case where the communication links among agents are dynam...

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