| Plug and Play, Model-Based Reinforcement Learning | Aug 20, 2021 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Policy-Driven World Model Adaptation for Robust Offline Model-based Reinforcement Learning | May 19, 2025 | D4RLmodel | —Unverified | 0 |
| Policy Error Bounds for Model-Based Reinforcement Learning with Factored Linear Models | Feb 19, 2016 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Policy Optimization In the Face of Uncertainty | Sep 25, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Policy Optimization with Model-based Explorations | Nov 18, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Policy Prediction Network: Model-Free Behavior Policy with Model-Based Learning in Continuous Action Space | Sep 15, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Policy-shaped prediction: avoiding distractions in model-based reinforcement learning | Dec 8, 2024 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Policy Tree Network | Sep 25, 2019 | Model-based Reinforcement LearningMuJoCo | —Unverified | 0 |
| Posterior Coreset Construction with Kernelized Stein Discrepancy for Model-Based Reinforcement Learning | Jun 2, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Predictive Control Using Learned State Space Models via Rolling Horizon Evolution | Jun 25, 2021 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Learning-to-defer for sequential medical decision-making under uncertainty | Sep 13, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Pre-Trained Video Generative Models as World Simulators | Feb 10, 2025 | Model-based Reinforcement Learning | —Unverified | 0 |
| PrivilegedDreamer: Explicit Imagination of Privileged Information for Rapid Adaptation of Learned Policies | Feb 17, 2025 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| Procedural Generalization by Planning with Self-Supervised World Models | Nov 2, 2021 | BenchmarkingMeta-Learning | —Unverified | 0 |
| Prototypical context-aware dynamics generalization for high-dimensional model-based reinforcement learning | Nov 23, 2022 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization | Feb 14, 2022 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Provably Efficient Reinforcement Learning for Online Adaptive Influence Maximization | Jun 29, 2022 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Q-CP: Learning Action Values for Cooperative Planning | Mar 1, 2018 | Model-based Reinforcement LearningQ-Learning | —Unverified | 0 |
| Lipschitz Continuity in Model-based Reinforcement Learning | Apr 19, 2018 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy | Jul 25, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Non-Stationary Markov Decision Processes, a Worst-Case Approach using Model-Based Reinforcement Learning | Dec 1, 2019 | Model-based Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Non-zero-sum Game Control for Multi-vehicle Driving via Reinforcement Learning | Feb 8, 2023 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control | Feb 29, 2024 | Model-based Reinforcement Learning | CodeCode Available | 0 |
| Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation | Mar 21, 2018 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| Object-Oriented Dynamics Predictor | May 25, 2018 | Model-based Reinforcement LearningObject | CodeCode Available | 0 |