{"total":17,"rows":[{"id":"2008.06043","title":"Offline Meta-Reinforcement Learning with Advantage Weighting","created":"2020-08-13","cited_by_count":93,"area":"offlinerl"},{"id":"2310.08566","title":"Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining","created":"2023-10-12","cited_by_count":83,"area":"offlinerl"},{"id":"1906.03352","title":"Watch, Try, Learn: Meta-Learning from Demonstrations and Reward","created":"2019-06-07","cited_by_count":28,"area":"offlinerl"},{"id":"2405.06192","title":"Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning","created":"2024-05-10","cited_by_count":18,"area":"offlinerl"},{"id":"2102.06961","title":"PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators","created":"2021-02-13","cited_by_count":10,"area":"offlinerl"},{"id":"2406.05064","title":"Pretraining Decision Transformers with Reward Prediction for In-Context Multi-task Structured Bandit Learning","created":"2024-06-07","cited_by_count":10,"area":"offlinerl"},{"id":"2008.12647","title":"ADAIL: Adaptive Adversarial Imitation Learning","created":"2020-08-23","cited_by_count":6,"area":"offlinerl"},{"id":"2401.08478","title":"Solving Continual Offline Reinforcement Learning with Decision Transformer","created":"2024-01-16","cited_by_count":6,"area":"offlinerl"},{"id":"2506.06261","title":"Reflect-then-Plan: Offline Model-Based Planning through a Doubly Bayesian Lens","created":"2025-06-06","cited_by_count":4,"area":"offlinerl"},{"id":"2306.13554","title":"Comparing the Efficacy of Fine-Tuning and Meta-Learning for Few-Shot Policy Imitation","created":"2023-06-23","cited_by_count":3,"area":"offlinerl"},{"id":"2411.10268","title":"Towards Sample-Efficiency and Generalization of Transfer and Inverse Reinforcement Learning: A Comprehensive Literature Review","created":"2024-11-15","cited_by_count":3,"area":"offlinerl"},{"id":"2203.14855","title":"Modular Adaptive Policy Selection for Multi-Task Imitation Learning through Task Division","created":"2022-03-28","cited_by_count":2,"area":"offlinerl"},{"id":"2406.08238","title":"Residual Learning and Context Encoding for Adaptive Offline-to-Online Reinforcement Learning","created":"2024-06-12","cited_by_count":2,"area":"offlinerl"},{"id":"2412.14834","title":"Entropy Regularized Task Representation Learning for Offline Meta-Reinforcement Learning","created":"2024-12-19","cited_by_count":2,"area":"offlinerl"},{"id":"2512.02435","title":"Efficient Cross-Domain Offline Reinforcement Learning with Dynamics- and Value-Aligned Data Filtering","created":"2025-12-02","cited_by_count":2,"area":"offlinerl"},{"id":"2310.05712","title":"Imitator Learning: Achieve Out-of-the-Box Imitation Ability in Variable Environments","created":"2023-10-09","cited_by_count":0,"area":"offlinerl"},{"id":"2605.24862","title":"Unifying Value Alignment and Assignment in Cross-Domain Offline Reinforcement Learning with Heterogeneous Datasets","created":"2026-05-24","cited_by_count":0,"area":"offlinerl"}],"next_cursor":null}