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Gradient-Aware Model-Based Policy Search.

, , , , и . AAAI, стр. 3801-3808. AAAI Press, (2020)

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Petra Marialke-Kandaouroff

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Trust Region Meta Learning for Policy Optimization., , , и . Meta-Knowledge Transfer @ ECML/PKDD, том 191 из Proceedings of Machine Learning Research, стр. 62-74. PMLR, (2022)Compatible Reward Inverse Reinforcement Learning., , и . NIPS, стр. 2050-2059. (2017)Towards Theoretical Understanding of Inverse Reinforcement Learning., , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 24555-24591. PMLR, (2023)On the Relation between Policy Improvement and Off-Policy Minimum-Variance Policy Evaluation., , и . UAI, том 216 из Proceedings of Machine Learning Research, стр. 1423-1433. PMLR, (2023)Gradient-Aware Model-Based Policy Search., , , , и . AAAI, стр. 3801-3808. AAAI Press, (2020)Multi-Fidelity Best-Arm Identification., , и . NeurIPS, (2022)Learning in Non-Cooperative Configurable Markov Decision Processes., , , и . NeurIPS, стр. 22808-22821. (2021)Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning., , , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 4618-4629. PMLR, (2022)Optimistic Policy Optimization via Multiple Importance Sampling., , , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 4989-4999. PMLR, (2019)A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning., , и . CoRR, (2024)