{"total":15,"rows":[{"id":"2108.13624","title":"Towards Out-Of-Distribution Generalization: A Survey","created":"2021-08-31","cited_by_count":436,"area":null},{"id":"2302.05209","title":"A Survey on Causal Reinforcement Learning","created":"2023-02-10","cited_by_count":45,"area":null},{"id":"2307.01452","title":"Causal Reinforcement Learning: A Survey","created":"2023-07-04","cited_by_count":23,"area":null},{"id":"2205.10218","title":"Learning Task-relevant Representations for Generalization via Characteristic Functions of Reward Sequence Distributions","created":"2022-05-20","cited_by_count":15,"area":null},{"id":"2306.02419","title":"Bad Habits: Policy Confounding and Out-of-Trajectory Generalization in RL","created":"2023-06-04","cited_by_count":10,"area":null},{"id":"2306.02747","title":"Tackling Non-Stationarity in Reinforcement Learning via Causal-Origin Representation","created":"2023-06-05","cited_by_count":4,"area":null},{"id":"2505.22829","title":"Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies","created":"2025-05-28","cited_by_count":2,"area":null},{"id":"2505.11211","title":"Bayesian Hierarchical Invariant Prediction","created":"2025-05-16","cited_by_count":1,"area":null},{"id":"2605.01856","title":"Stable Blanket with Hidden Variables and Cycles","created":"2026-05-03","cited_by_count":1,"area":null},{"id":"2306.00636","title":"Unfair Utilities and First Steps Towards Improving Them","created":"2023-06-01","cited_by_count":0,"area":null},{"id":"2503.06158","title":"Invariant Federated Learning for Edge Intelligence: Mitigating Heterogeneity and Asynchrony via Exit Strategy and Invariant Penalty","created":"2025-03-08","cited_by_count":0,"area":null},{"id":"2508.02812","title":"Evaluating and Learning Robust Bandit Policies Under Uncertain Causal Mechanisms","created":"2025-08-04","cited_by_count":0,"area":null},{"id":"2602.17187","title":"Anti-causal domain generalization: Leveraging unlabeled data","created":"2026-02-19","cited_by_count":0,"area":null},{"id":"2605.16828","title":"Prediction-Intervention Games and Invariant Sets","created":"2026-05-16","cited_by_count":0,"area":null},{"id":"2606.07399","title":"Are Good Generators Good Decision-Makers? Policy Learning for General Interventions via Retargeted Counterfactual Generation","created":"2026-06-05","cited_by_count":0,"area":null}],"next_cursor":null}