| Learning and Querying Fast Generative Models for Reinforcement Learning | Feb 8, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Learning Dynamic State Abstractions for Model-Based Reinforcement Learning | Jan 1, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Adaptive Rollout Length for Model-Based RL Using Model-Free Deep RL | Jun 6, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Differentiable Information Enhanced Model-Based Reinforcement Learning | Mar 3, 2025 | Deformable Object Manipulationmodel | —Unverified | 0 |
| Between Rate-Distortion Theory & Value Equivalence in Model-Based Reinforcement Learning | Jun 4, 2022 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Learning Latent State Spaces for Planning through Reward Prediction | Dec 9, 2019 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning with Imperfect Models: When Multi-step Prediction Mitigates Compounding Error | Apr 2, 2025 | Imitation LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Learning Abstract Models for Strategic Exploration and Fast Reward Transfer | Jul 12, 2020 | Atari GamesModel-based Reinforcement Learning | —Unverified | 0 |
| Learning Parsimonious Dynamics for Generalization in Reinforcement Learning | Sep 29, 2022 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning powerful policies and better dynamics models by encouraging consistency | Sep 27, 2018 | Model-based Reinforcement Learning | —Unverified | 0 |
| Document-editing Assistants and Model-based Reinforcement Learning as a Path to Conversational AI | Aug 27, 2020 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Robust Controllers Via Probabilistic Model-Based Policy Search | Oct 26, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Latent Variable Representation for Reinforcement Learning | Dec 17, 2022 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DODT: Enhanced Online Decision Transformer Learning through Dreamer's Actor-Critic Trajectory Forecasting | Oct 15, 2024 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Learning Stabilizable Dynamical Systems via Control Contraction Metrics | Jul 31, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Learning State Representations in Complex Systems with Multimodal Data | Nov 27, 2018 | Anomaly DetectionDisentanglement | —Unverified | 0 |
| DOP: Deep Optimistic Planning with Approximate Value Function Evaluation | Mar 22, 2018 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning State Representations via Temporal Cycle-Consistency Constraint in Model-Based Reinforcement Learning | Mar 9, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Detecting and Adapting to Novelty in Games | Jun 4, 2021 | Knowledge GraphsModel-based Reinforcement Learning | —Unverified | 0 |
| LanGWM: Language Grounded World Model | Nov 29, 2023 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Better Optimism By Bayes: Adaptive Planning with Rich Models | Feb 9, 2014 | Model-based Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| A New Policy Iteration Algorithm For Reinforcement Learning in Zero-Sum Markov Games | Mar 17, 2023 | Model-based Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Less Suboptimal Learning and Control in Variational POMDPs | Mar 9, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Lifted Model Checking for Relational MDPs | Jun 22, 2021 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Masked World Models for Visual Control | Jun 28, 2022 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
