Probabilistic Inference Techniques for Scalable Multiagent Decision Making
Decentralized POMDPs provide an expressive framework for multiagent sequential decision making. However, the complexity of these models---NEXP-Complete even for two agents---has limited their scalability. We present a promising new class of approximation algorithms by developing novel connections be...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2015
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/3076 https://ink.library.smu.edu.sg/context/sis_research/article/4076/viewcontent/10944_Article_Text_20419_1_10_20180216.pdf |
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| Institution: | Singapore Management University |
| Language: | English |