Exploiting anonymity and homogeneity in factored Dec-MDPs through pre-computed binomial distributions

Recent work in decentralized stochastic planning for cooperative agents has focussed on exploiting omogeneity of agents and anonymity in interactions to solve problems with large numbers of agents. Due to a linear optimization formulation that computes joint policy and an objective that indirectly a...

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Bibliographic Details
Main Authors: RANJAN KUMAR, Rajiv, VARAKANTHAM, Pradeep
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2017
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Online Access:https://ink.library.smu.edu.sg/sis_research/3936
https://ink.library.smu.edu.sg/context/sis_research/article/4938/viewcontent/p732.pdf
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Institution: Singapore Management University
Language: English