| SOLAR: Deep Structured Representations for Model-Based Reinforcement Learning | Aug 28, 2018 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Model-based deep reinforcement learning for accelerated learning from flow simulations | Feb 26, 2024 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| A Simple Decentralized Cross-Entropy Method | Dec 16, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Exponential Family Model-Based Reinforcement Learning via Score Matching | Dec 28, 2021 | Density EstimationModel-based Reinforcement Learning | CodeCode Available | 0 |
| A Unified View on Solving Objective Mismatch in Model-Based Reinforcement Learning | Oct 10, 2023 | Model-based Reinforcement Learning | CodeCode Available | 0 |
| Learning Sequential Latent Variable Models from Multimodal Time Series Data | Apr 21, 2022 | Model-based Reinforcement LearningTime Series | CodeCode Available | 0 |
| A General Framework for Structured Learning of Mechanical Systems | Feb 22, 2019 | Model-based Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Trust, but verify: model-based exploration in sparse reward environments | Jan 1, 2021 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| The Virtues of Laziness in Model-based RL: A Unified Objective and Algorithms | Mar 1, 2023 | Computational EfficiencyModel-based Reinforcement Learning | CodeCode Available | 0 |
| Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies | May 27, 2019 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning Powerful Policies by Using Consistent Dynamics Model | Jun 11, 2019 | Atari Gamesmodel | CodeCode Available | 0 |
| Adaptive Discretization for Model-Based Reinforcement Learning | Jul 1, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| Tools for Data-driven Modeling of Within-Hand Manipulation with Underactuated Adaptive Hands | Jun 8, 2020 | Model-based Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Benchmarking Model-Based Reinforcement Learning | Jul 3, 2019 | Benchmarkingmodel | CodeCode Available | 0 |
| PC-MLP: Model-based Reinforcement Learning with Policy Cover Guided Exploration | Jul 15, 2021 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Trust the Model Where It Trusts Itself -- Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption | May 29, 2024 | modelModel-based Reinforcement Learning | CodeCode Available | 0 |
| RLFlow: Optimising Neural Network Subgraph Transformation with World Models | May 3, 2022 | Deep LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Perspective-Shifted Neuro-Symbolic World Models: A Framework for Socially-Aware Robot Navigation | Mar 26, 2025 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 0 |
| Accurate Uncertainties for Deep Learning Using Calibrated Regression | Jul 1, 2018 | Deep LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Towards biologically plausible Dreaming and Planning in recurrent spiking networks | May 20, 2022 | Autonomous DrivingModel-based Reinforcement Learning | CodeCode Available | 0 |
| Exploring Model-based Planning with Policy Networks | Jun 20, 2019 | Benchmarkingmodel | CodeCode Available | 0 |
| Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness | Oct 28, 2023 | Benchmarkingimage-classification | CodeCode Available | 0 |
| PIPPS: Flexible Model-Based Policy Search Robust to the Curse of Chaos | Feb 4, 2019 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Adaptive PD Control using Deep Reinforcement Learning for Local-Remote Teleoperation with Stochastic Time Delays | May 26, 2023 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning | May 1, 2017 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
