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07/14/2023
Optimal Symmetric Strategies in Multi-Agent Systems with Decentralized Information
We consider a cooperative multi-agent system consisting of a team of age...
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08/19/2021
A relaxed technical assumption for posterior sampling-based reinforcement learning for control of unknown linear systems
We revisit the Thompson sampling algorithm to control an unknown linear ...
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08/18/2021
Scalable regret for learning to control network-coupled subsystems with unknown dynamics
We consider the problem of controlling an unknown linear quadratic Gauss...
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04/22/2021
Optimal communication and control strategies in a multi-agent MDP problem
The problem of controlling multi-agent systems under different models of...
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11/09/2020