| Planning with Diffusion for Flexible Behavior Synthesis | May 20, 2022 | Decision MakingDenoising | CodeCode Available | 3 | 5 |
| SPO: Sequential Monte Carlo Policy Optimisation | Feb 12, 2024 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 3 | 5 |
| Mastering Memory Tasks with World Models | Mar 7, 2024 | Model-based Reinforcement LearningState Space Models | CodeCode Available | 2 | 5 |
| Learning Accurate Long-term Dynamics for Model-based Reinforcement Learning | Dec 16, 2020 | Model-based Reinforcement LearningPrediction | CodeCode Available | 2 | 5 |
| CoVO-MPC: Theoretical Analysis of Sampling-based MPC and Optimal Covariance Design | Jan 14, 2024 | Model-based Reinforcement LearningModel Predictive Control | CodeCode Available | 2 | 5 |
| MBRL-Lib: A Modular Library for Model-based Reinforcement Learning | Apr 20, 2021 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 2 | 5 |
| iVideoGPT: Interactive VideoGPTs are Scalable World Models | May 24, 2024 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 2 | 5 |
| Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models | May 30, 2018 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 2 | 5 |
| Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models | Oct 6, 2023 | Code GenerationDecision Making | CodeCode Available | 2 | 5 |
| Learning to Predict Without Looking Ahead: World Models Without Forward Prediction | Oct 29, 2019 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 2 | 5 |
