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| Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian Processes | Jun 19, 2020 | Continual LearningDecision Making | CodeCode Available | 1 |
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| Delay-Aware Model-Based Reinforcement Learning for Continuous Control | May 11, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Dynamics-Aware Unsupervised Skill Discovery | May 1, 2020 | Model-based Reinforcement Learning | CodeCode Available | 1 |
| Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization | Apr 19, 2020 | Model-based Reinforcement LearningModel Predictive Control | CodeCode Available | 1 |
| Neural Game Engine: Accurate learning of generalizable forward models from pixels | Mar 23, 2020 | GPUModel-based Reinforcement Learning | CodeCode Available | 1 |
| Fast Online Adaptation in Robotics through Meta-Learning Embeddings of Simulated Priors | Mar 10, 2020 | Meta-LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Objective Mismatch in Model-based Reinforcement Learning | Feb 11, 2020 | modelModel-based Reinforcement Learning | CodeCode Available | 1 |
| Dynamics-Aware Unsupervised Discovery of Skills | Jul 2, 2019 | Model-based Reinforcement LearningReinforcement Learning | CodeCode Available | 1 |
| When to Trust Your Model: Model-Based Policy Optimization | Jun 19, 2019 | modelModel-based Reinforcement Learning | CodeCode Available | 1 |
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| TransDreamerV3: Implanting Transformer In DreamerV3 | Jun 20, 2025 | Decision MakingMinecraft | CodeCode Available | 0 |
| On Quantum BSDE Solver for High-Dimensional Parabolic PDEs | Jun 17, 2025 | Model-based Reinforcement LearningQuantum Machine Learning | —Unverified | 0 |
| Relative Entropy Regularized Reinforcement Learning for Efficient Encrypted Policy Synthesis | Jun 14, 2025 | Model-based Reinforcement LearningPrivacy Preserving | —Unverified | 0 |
| Accelerating Model-Based Reinforcement Learning using Non-Linear Trajectory Optimization | Jun 3, 2025 | Model-based Reinforcement Learning | —Unverified | 0 |
| Bregman Centroid Guided Cross-Entropy Method | Jun 2, 2025 | DiversityModel-based Reinforcement Learning | —Unverified | 0 |
| World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks | May 31, 2025 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Calibrated Value-Aware Model Learning with Stochastic Environment Models | May 28, 2025 | Model-based Reinforcement Learning | —Unverified | 0 |
| Deep Active Inference Agents for Delayed and Long-Horizon Environments | May 26, 2025 | Model-based Reinforcement Learning | CodeCode Available | 0 |
| MedDreamer: Model-Based Reinforcement Learning with Latent Imagination on Complex EHRs for Clinical Decision Support | May 26, 2025 | ImputationModel-based Reinforcement Learning | —Unverified | 0 |
| JEDI: Latent End-to-end Diffusion Mitigates Agent-Human Performance Asymmetry in Model-Based Reinforcement Learning | May 26, 2025 | Model-based Reinforcement Learning | —Unverified | 0 |
| Raw2Drive: Reinforcement Learning with Aligned World Models for End-to-End Autonomous Driving (in CARLA v2) | May 22, 2025 | Autonomous DrivingBench2Drive | —Unverified | 0 |
