{"total":16,"rows":[{"id":"2304.12567","title":"Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks","created":"2023-04-25","cited_by_count":42,"area":null},{"id":"2204.13060","title":"Bisimulation Makes Analogies in Goal-Conditioned Reinforcement Learning","created":"2022-04-27","cited_by_count":38,"area":null},{"id":"2209.07364","title":"Continuous MDP Homomorphisms and Homomorphic Policy Gradient","created":"2022-09-15","cited_by_count":27,"area":null},{"id":"2403.04082","title":"Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference","created":"2024-03-06","cited_by_count":17,"area":null},{"id":"2112.15303","title":"SimSR: Simple Distance-based State Representation for Deep Reinforcement Learning","created":"2021-12-31","cited_by_count":14,"area":null},{"id":"2202.02881","title":"Approximate Policy Iteration with Bisimulation Metrics","created":"2022-02-06","cited_by_count":12,"area":null},{"id":"2305.05666","title":"Policy Gradient Methods in the Presence of Symmetries and State Abstractions","created":"2023-05-09","cited_by_count":9,"area":null},{"id":"2410.23810","title":"CALE: Continuous Arcade Learning Environment","created":"2024-10-31","cited_by_count":5,"area":null},{"id":"2212.13088","title":"Learning Generalizable Representations for Reinforcement Learning via Adaptive Meta-learner of Behavioral Similarities","created":"2022-12-26","cited_by_count":4,"area":null},{"id":"2310.18409","title":"State-Action Similarity-Based Representations for Off-Policy Evaluation","created":"2023-10-27","cited_by_count":4,"area":null},{"id":"2207.13813","title":"Structural Similarity for Improved Transfer in Reinforcement Learning","created":"2022-07-27","cited_by_count":0,"area":null},{"id":"2303.12558","title":"Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees","created":"2023-03-22","cited_by_count":0,"area":null},{"id":"2310.16655","title":"Towards Control-Centric Representations in Reinforcement Learning from Images","created":"2023-10-25","cited_by_count":0,"area":null},{"id":"2606.06123","title":"Adaptive state-action abstractions via rate-distortion","created":"2026-06-04","cited_by_count":0,"area":null},{"id":"2607.01410","title":"BIFROST: Bridging Invariant Feature Representation for Observation-space Sim2Real Transfer","created":"2026-07-01","cited_by_count":0,"area":null},{"id":"2608.06762","title":"Sub-Quadratic Bisimulation Metrics via Approximate Nearest Neighbors: Coverage-Augmented Guarantees and Computable Two-Sided Certificates","created":"2026-08-07","cited_by_count":0,"area":null}],"next_cursor":null}