Scaling up multi-agent reinforcement learning in complex domains

TD-FALCON (Temporal Difference - Fusion Architecture for Learning, COgnition, and Navigation) is a class of self-organizing neural networks that incorporates Temporal Difference (TD) methods for real-time reinforcement learning. In this paper, we present two strategies, i.e. policy sharing and neigh...

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Bibliographic Details
Main Authors: XIAO, Dan, TAN, Ah-hwee
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2008
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Online Access:https://ink.library.smu.edu.sg/sis_research/6798
https://ink.library.smu.edu.sg/context/sis_research/article/7801/viewcontent/Scaling_Up_IAT08.pdf
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Institution: Singapore Management University
Language: English