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10/20/2022
Global Convergence of Direct Policy Search for State-Feedback ℋ_∞ Robust Control: A Revisit of Nonsmooth Synthesis with Goldstein Subdifferential
Direct policy search has been widely applied in modern reinforcement lea...
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04/20/2022
Exact Formulas for Finite-Time Estimation Errors of Decentralized Temporal Difference Learning with Linear Function Approximation
In this paper, we consider the policy evaluation problem in multi-agent ...
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02/14/2022
