| Coprocessor Actor Critic: A Model-Based Reinforcement Learning Approach For Adaptive Brain Stimulation | Jun 10, 2024 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| A Unified View on Solving Objective Mismatch in Model-Based Reinforcement Learning | Oct 10, 2023 | Model-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Adaptive Discretization for Model-Based Reinforcement Learning | Jul 1, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| A Unified Framework for Alternating Offline Model Training and Policy Learning | Oct 12, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| On Rollouts in Model-Based Reinforcement Learning | Jan 28, 2025 | modelModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Augmenting Replay in World Models for Continual Reinforcement Learning | Jan 30, 2024 | Continual LearningModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Model-Advantage and Value-Aware Models for Model-Based Reinforcement Learning: Bridging the Gap in Theory and Practice | Jun 26, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees | Jul 10, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Model-based deep reinforcement learning for accelerated learning from flow simulations | Feb 26, 2024 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Asynchronous Methods for Model-Based Reinforcement Learning | Oct 28, 2019 | modelModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Continual Reinforcement Learning for HVAC Systems Control: Integrating Hypernetworks and Transfer Learning | Mar 24, 2025 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Mode-constrained Model-based Reinforcement Learning via Gaussian Processes | Jul 25, 2023 | Gaussian ProcessesModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy | Jul 25, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| A General Framework for Structured Learning of Mechanical Systems | Feb 22, 2019 | Model-based Reinforcement LearningReinforcement Learning | CodeCode Available | 0 | 5 |
| Lipschitz Continuity in Model-based Reinforcement Learning | Apr 19, 2018 | modelModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| 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 | 5 |
| A Simple Decentralized Cross-Entropy Method | Dec 16, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Learning to Fly via Deep Model-Based Reinforcement Learning | Mar 19, 2020 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Machine Learning and System Identification for Estimation in Physical Systems | Jun 5, 2019 | BIG-bench Machine LearningFriction | CodeCode Available | 0 | 5 |
| Model-Based Reinforcement Learning for Atari | Mar 1, 2019 | Atari GamesAtari Games 100k | CodeCode Available | 0 | 5 |
| Learning Sequential Latent Variable Models from Multimodal Time Series Data | Apr 21, 2022 | Model-based Reinforcement LearningTime Series | CodeCode Available | 0 | 5 |
| Learning State Representations via Retracing in Reinforcement Learning | Nov 24, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Learning Powerful Policies by Using Consistent Dynamics Model | Jun 11, 2019 | Atari Gamesmodel | CodeCode Available | 0 | 5 |
| CEM-GD: Cross-Entropy Method with Gradient Descent Planner for Model-Based Reinforcement Learning | Dec 14, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Learning Modular Robot Control Policies | May 20, 2021 | Model-based Reinforcement Learning | CodeCode Available | 0 | 5 |
