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Deep Demonstration Tracing: Learning Generalizable Imitator Policy for Runtime Imitation from a Single Demonstration., , , , , , , , , and 3 other author(s). ICML, OpenReview.net, (2024)Offline Model-Based Adaptable Policy Learning for Decision-Making in Out-of-Support Regions., , , , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 45 (12): 15260-15274 (December 2023)Language Model Self-improvement by Reinforcement Learning Contemplation., , , , , , and . ICLR, OpenReview.net, (2024)Policy-conditioned Environment Models are More Generalizable., , , , , and . ICML, OpenReview.net, (2024)Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems., , , , , , , and . ICDE, page 3389-3402. IEEE, (2023)A survey on model-based reinforcement learning., , , , , and . Sci. China Inf. Sci., (2024)Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning., , , , , , , , , and . ICLR, OpenReview.net, (2024)Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts., , , , , , and . CoRR, (2024)Imitator Learning: Achieve Out-of-the-Box Imitation Ability in Variable Environments., , , , , , , , , and 2 other author(s). CoRR, (2023)Efficient Exploration by Novelty-Pursuit., and . DAI, volume 12547 of Lecture Notes in Computer Science, page 85-102. Springer, (2020)