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 Towards Robust Policy: Enhancing Offline Reinforcement Learning with
Adversarial Attacks and DefensesInternational Conferences on Pattern Recognition and Artificial Intelligence (ICCPRAI), 2024 |
 Understanding and Addressing the Pitfalls of Bisimulation-based
Representations in Offline Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2023 |
 More for Less: Safe Policy Improvement With Stronger Performance
GuaranteesInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 |
 Safe Policy Improvement for POMDPs via Finite-State ControllersAAAI Conference on Artificial Intelligence (AAAI), 2023 |