Successor features based multi-agent RL for event-based decentralized MDPs

Decentralized MDPs (Dec-MDPs) provide a rigorous framework for collaborative multi-agent sequential decisionmaking under uncertainty. However, their computational complexity limits the practical impact. To address this, we focus on a class of Dec-MDPs consisting of independent collaborating agents t...

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Bibliographic Details
Main Authors: GUPTA, Tarun, KUMAR, Akshat, PARUCHURI, Praveen
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2019
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Online Access:https://ink.library.smu.edu.sg/sis_research/5057
https://ink.library.smu.edu.sg/context/sis_research/article/6060/viewcontent/4561_Article_Text_7600_1_10_20190707.pdf
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Institution: Singapore Management University
Language: English