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MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning.

, , , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 45 (3): 3461-3475 (March 2023)

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AgentStudio: A Toolkit for Building General Virtual Agents., , , , , and . CoRR, (2024)State Regularized Policy Optimization on Data with Dynamics Shift., , , , , , and . CoRR, (2023)Two-Stage Constrained Actor-Critic for Short Video Recommendation., , , , , , , , , and 2 other author(s). WWW, page 865-875. ACM, (2023)Regret Minimization Experience Replay in Off-Policy Reinforcement Learning., , , , , and . NeurIPS, page 17604-17615. (2021)Regret Minimization Experience Replay., , , , , and . CoRR, (2021)MetaDrive: Composing Diverse Driving Scenarios for Generalizable Reinforcement Learning., , , , and . CoRR, (2021)PrefRec: Preference-based Recommender Systems for Reinforcing Long-term User Engagement., , , , , , , and . CoRR, (2022)AdaRec: Adaptive Sequential Recommendation for Reinforcing Long-term User Engagement., , , , , , , and . CoRR, (2023)PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement., , , , , , , , and . KDD, page 2874-2884. ACM, (2023)Guarded Policy Optimization with Imperfect Online Demonstrations., , , , and . ICLR, OpenReview.net, (2023)