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06/05/2020
Logical Team Q-learning: An approach towards factored policies in cooperative MARL
We address the challenge of learning factored policies in cooperative MA...
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09/13/2019
ISL: Optimal Policy Learning With Optimal Exploration-Exploitation Trade-Off
Traditionally, off-policy learning algorithms (such as Q-learning) and e...
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10/17/2018
Multi-Agent Fully Decentralized Value Function Learning with Linear Convergence Rates
This work develops a fully decentralized multi-agent algorithm for polic...
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10/17/2018