Automated Generation of Interaction Graphs for Value-Factored Decentralized POMDPs
The Decentralized Partially Observable Markov Decision Process (Dec-POMDP) is a powerful model for multi-agent planning under uncertainty, but its applicability is hindered by its high complexity – solving Dec-POMDPs optimally is NEXP-hard. Recently, Kumar et al. introduced the Value Factorization (...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
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Institutional Knowledge at Singapore Management University
2013
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| Online Access: | https://ink.library.smu.edu.sg/sis_research/2200 https://ink.library.smu.edu.sg/context/sis_research/article/3200/viewcontent/Automated_Generation_of_Interaction_Graphs_for_Value_Factored.pdf |
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| Institution: | Singapore Management University |
| Language: | English |