{"total":13,"rows":[{"id":"2206.07568","title":"Contrastive Learning as Goal-Conditioned Reinforcement Learning","created":"2022-06-15","cited_by_count":253,"area":null},{"id":"2502.14819","title":"Learning from Reward-Free Offline Data: A Case for Planning with Latent Dynamics Models","created":"2025-02-20","cited_by_count":89,"area":null},{"id":"2106.07156","title":"Temporal Predictive Coding For Model-Based Planning In Latent Space","created":"2021-06-14","cited_by_count":55,"area":null},{"id":"2110.05721","title":"Action-Sufficient State Representation Learning for Control with Structural Constraints","created":"2021-10-12","cited_by_count":31,"area":null},{"id":"2106.07278","title":"Which Mutual-Information Representation Learning Objectives are Sufficient for Control?","created":"2021-06-14","cited_by_count":29,"area":null},{"id":"2204.08585","title":"INFOrmation Prioritization through EmPOWERment in Visual Model-Based RL","created":"2022-04-18","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":"2302.05342","title":"Combining Reconstruction and Contrastive Methods for Multimodal Representations in RL","created":"2023-02-10","cited_by_count":9,"area":null},{"id":"2408.05496","title":"Variational Inference Failures Under Model Symmetries: Permutation Invariant Posteriors for Bayesian Neural Networks","created":"2024-08-10","cited_by_count":6,"area":null},{"id":"2209.01127","title":"Multi-Step Prediction in Linearized Latent State Spaces for Representation Learning","created":"2022-09-02","cited_by_count":1,"area":null},{"id":"2110.08239","title":"Learn Proportional Derivative Controllable Latent Space from Pixels","created":"2021-10-15","cited_by_count":0,"area":null},{"id":"2211.06236","title":"Efficient Deep Reinforcement Learning with Predictive Processing Proximal Policy Optimization","created":"2022-11-11","cited_by_count":0,"area":null},{"id":"2609.37392","title":"Learning Macroscopic Dynamics without Reconstructing Microscopic States","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":null}