| Dynamics-Aware Unsupervised Skill Discovery | May 1, 2020 | Model-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Mismatched No More: Joint Model-Policy Optimization for Model-Based RL | Oct 6, 2021 | modelModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| DyNODE: Neural Ordinary Differential Equations for Dynamics Modeling in Continuous Control | Sep 9, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Model-based Policy Optimization with Unsupervised Model Adaptation | Oct 19, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Fast Online Adaptation in Robotics through Meta-Learning Embeddings of Simulated Priors | Mar 10, 2020 | Meta-LearningModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Model-Based Reinforcement Learning with Isolated Imaginations | Mar 27, 2023 | Autonomous Drivingmodel | CodeCode Available | 1 | 5 |
| Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning | Jun 15, 2020 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Efficient Multi-agent Reinforcement Learning by Planning | May 20, 2024 | Computational EfficiencyModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization | Apr 19, 2020 | Model-based Reinforcement LearningModel Predictive Control | CodeCode Available | 1 | 5 |
| Models, Pixels, and Rewards: Evaluating Design Trade-offs in Visual Model-Based Reinforcement Learning | Dec 8, 2020 | Model-based Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Neural Game Engine: Accurate learning of generalizable forward models from pixels | Mar 23, 2020 | GPUModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Objective Mismatch in Model-based Reinforcement Learning | Feb 11, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Improving Model-Based Reinforcement Learning with Internal State Representations through Self-Supervision | Feb 10, 2021 | Board GamesModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search | May 24, 2024 | Code GenerationLanguage Modelling | CodeCode Available | 1 | 5 |
| Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning | Oct 23, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| HarmonyDream: Task Harmonization Inside World Models | Sep 30, 2023 | Atari Games 100kModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Causal Reinforcement Learning using Observational and Interventional Data | Jun 28, 2021 | Causal InferenceModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Causal Dynamics Learning for Task-Independent State Abstraction | Jun 27, 2022 | Model-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Integrated Decision and Control: Towards Interpretable and Computationally Efficient Driving Intelligence | Mar 18, 2021 | Autonomous DrivingModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Bidirectional Model-based Policy Optimization | Jul 4, 2020 | Decision Makingmodel | CodeCode Available | 1 | 5 |
| Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings | Nov 25, 2020 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| A Safe and Data-efficient Model-based Reinforcement Learning System for HVAC Control | Jul 16, 2024 | Model-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning | Sep 30, 2023 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning | May 14, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient | Oct 11, 2024 | MambaModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
