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Risk-aware curriculum generation for heavy-tailed task distributions., , , и . UAI, том 216 из Proceedings of Machine Learning Research, стр. 1132-1142. PMLR, (2023)WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning., , , и . AAAI, стр. 10639-10646. AAAI Press, (2021)Safe Policy Improvement with Baseline Bootstrapping in Factored Environments., и . AAAI, стр. 4967-4974. AAAI Press, (2019)AlwaysSafe: Reinforcement Learning without Safety Constraint Violations during Training., , и . AAMAS, стр. 1226-1235. ACM, (2021)Structure Learning for Safe Policy Improvement., и . IJCAI, стр. 3453-3459. ijcai.org, (2019)Safe Policy Improvement for POMDPs via Finite-State Controllers., , и . CoRR, (2023)Safety-constrained reinforcement learning with a distributional safety critic., , , и . Mach. Learn., 112 (3): 859-887 (марта 2023)Targeted Adversarial Attacks on Deep Reinforcement Learning Policies via Model Checking., , , и . ICAART (3), стр. 501-508. SCITEPRESS, (2023)Robust Active Measuring under Model Uncertainty., , , и . AAAI, стр. 21276-21284. AAAI Press, (2024)Robust Anytime Learning of Markov Decision Processes., , , и . NeurIPS, (2022)