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Automated Reasoning for Reinforcement Learning Agents in Structured Environments.

, , and . OVERLAY@GandALF, volume 2987 of CEUR Workshop Proceedings, page 43-48. CEUR-WS.org, (2021)

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Feature Selection via Mutual Information: New Theoretical Insights., , , , and . IJCNN, page 1-9. IEEE, (2019)Offline Primal-Dual Reinforcement Learning for Linear MDPs., , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 3169-3177. PMLR, (2024)Safe policy optimization.. Polytechnic University of Milan, Italy, (2021)Automated Reasoning for Reinforcement Learning Agents in Structured Environments., , and . OVERLAY@GandALF, volume 2987 of CEUR Workshop Proceedings, page 43-48. CEUR-WS.org, (2021)Gradient-Aware Model-Based Policy Search., , , , and . AAAI, page 3801-3808. AAAI Press, (2020)Risk-Averse Trust Region Optimization for Reward-Volatility Reduction., , , , and . CoRR, (2019)Balancing Learning Speed and Stability in Policy Gradient via Adaptive Exploration., , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 1188-1199. PMLR, (2020)Smoothing Policies and Safe Policy Gradients., , and . CoRR, (2019)Optimistic Policy Optimization via Multiple Importance Sampling., , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 4989-4999. PMLR, (2019)Offline Primal-Dual Reinforcement Learning for Linear MDPs., , , and . CoRR, (2023)