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| Diminishing Return of Value Expansion Methods in Model-Based Reinforcement Learning | Mar 7, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose? | Jul 24, 2021 | Acrobotmodel | CodeCode Available | 1 | 5 |
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| Dream and Search to Control: Latent Space Planning for Continuous Control | Oct 19, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Dream to Drive with Predictive Individual World Model | Jan 28, 2025 | Autonomous Drivingmodel | 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 |
| DyNODE: Neural Ordinary Differential Equations for Dynamics Modeling in Continuous Control | Sep 9, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
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| Model-Based Uncertainty in Value Functions | Feb 24, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
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| A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning | Jun 9, 2022 | Model-based Reinforcement LearningPrediction | 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 |
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| Objective Mismatch in Model-based Reinforcement Learning | Feb 11, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Online and Offline Reinforcement Learning by Planning with a Learned Model | Apr 13, 2021 | Atari GamesContinuous 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 via Latent-Space Collocation | Jun 24, 2021 | modelModel-based Reinforcement Learning | 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 |
| Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement Learning | Sep 30, 2023 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Learning Latent Dynamic Robust Representations for World Models | May 10, 2024 | Model-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 |
| Physics-Informed Model-Based Reinforcement Learning | Dec 5, 2022 | modelModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
