| SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning | Mar 14, 2024 | Deep Reinforcement LearningDictionary Learning | CodeCode Available | 2 |
| Mastering Memory Tasks with World Models | Mar 7, 2024 | Model-based Reinforcement LearningState Space Models | CodeCode Available | 2 |
| Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control | Feb 29, 2024 | Model-based Reinforcement Learning | CodeCode Available | 0 |
| Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming | Feb 29, 2024 | Model-based Reinforcement Learning | —Unverified | 0 |
| Model-based deep reinforcement learning for accelerated learning from flow simulations | Feb 26, 2024 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| When in Doubt, Think Slow: Iterative Reasoning with Latent Imagination | Feb 23, 2024 | Model-based Reinforcement Learning | —Unverified | 0 |
| Model-Based Reinforcement Learning Control of Reaction-Diffusion Problems | Feb 22, 2024 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| The Edge-of-Reach Problem in Offline Model-Based Reinforcement Learning | Feb 19, 2024 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Towards Robust Model-Based Reinforcement Learning Against Adversarial Corruption | Feb 14, 2024 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Distributional Analogue to the Successor Representation | Feb 13, 2024 | Distributional Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
