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March 24, 2024 conference-paper Open access

An Implicit Trust Region Approach to Behavior Regularized Offline Reinforcement Learning

Proceedings of the AAAI Conference on Artificial Intelligence

DOI: 10.1609/aaai.v38i15.29637 Full text (OA) OpenAlex

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Convergence of Entropy-Regularized Natural Policy Gradient with Linear Function Approximation
2024 SIAM Journal on Optimization article Computer Science Reinforcement Learning in Robotics Open access

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