Credit assignment for collective multiagent RL with global rewards
Scaling decision theoretic planning to large multiagent systems is challenging due to uncertainty and partial observability in the environment. We focus on a multiagent planning model subclass, relevant to urban settings, where agent interactions are dependent on their collective influence'...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2018
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/4287 https://ink.library.smu.edu.sg/context/sis_research/article/5290/viewcontent/NIPS_2018_Credit_Assignment_For_Collective_Multiagent_RL.pdf |
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| Institution: | Singapore Management University |
| Language: | English |