| 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 |
| SPO: Sequential Monte Carlo Policy Optimisation | Feb 12, 2024 | Decision MakingModel-based Reinforcement Learning | CodeCode Available | 3 |
| Differentially Private Deep Model-Based Reinforcement Learning | Feb 8, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| A Multi-step Loss Function for Robust Learning of the Dynamics in Model-based Reinforcement Learning | Feb 5, 2024 | Future predictionModel-based Reinforcement Learning | —Unverified | 0 |
| Deep autoregressive density nets vs neural ensembles for model-based offline reinforcement learning | Feb 5, 2024 | D4RLModel-based Reinforcement Learning | —Unverified | 0 |
| Control in Stochastic Environment with Delays: A Model-based Reinforcement Learning Approach | Feb 1, 2024 | Atari GamesModel-based Reinforcement Learning | —Unverified | 0 |
| Scheduled Curiosity-Deep Dyna-Q: Efficient Exploration for Dialog Policy Learning | Jan 31, 2024 | Efficient ExplorationModel-based Reinforcement Learning | —Unverified | 0 |
| Augmenting Replay in World Models for Continual Reinforcement Learning | Jan 30, 2024 | Continual LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Locality Sensitive Sparse Encoding for Learning World Models Online | Jan 23, 2024 | Continual LearningModel-based Reinforcement Learning | —Unverified | 0 |
| CoVO-MPC: Theoretical Analysis of Sampling-based MPC and Optimal Covariance Design | Jan 14, 2024 | Model-based Reinforcement LearningModel Predictive Control | CodeCode Available | 2 |
| Laboratory Experiments of Model-based Reinforcement Learning for Adaptive Optics Control | Dec 30, 2023 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Emergence and Causality in Complex Systems: A Survey on Causal Emergence and Related Quantitative Studies | Dec 28, 2023 | Model-based Reinforcement LearningRepresentation Learning | —Unverified | 0 |
| Dynamic Programming-based Approximate Optimal Control for Model-Based Reinforcement Learning | Dec 22, 2023 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Sample-Efficient Learning to Solve a Real-World Labyrinth Game Using Data-Augmented Model-Based Reinforcement Learning | Dec 15, 2023 | Model-based Reinforcement LearningNavigate | CodeCode Available | 1 |
| Model-Based Epistemic Variance of Values for Risk-Aware Policy Optimization | Dec 7, 2023 | Model-based Reinforcement LearningOffline RL | —Unverified | 0 |
| Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions: Applications to Product-Form Stochastic Networks and Queueing Systems | Dec 5, 2023 | FormModel-based Reinforcement Learning | —Unverified | 0 |
| Regularity as Intrinsic Reward for Free Play | Dec 3, 2023 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| LanGWM: Language Grounded World Model | Nov 29, 2023 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Autonomous Port Navigation With Ranging Sensors Using Model-Based Reinforcement Learning | Nov 17, 2023 | Model-based Reinforcement LearningNavigate | —Unverified | 0 |
| Reinforcement Learning with Model Predictive Control for Highway Ramp Metering | Nov 15, 2023 | Model-based Reinforcement LearningModel Predictive Control | CodeCode Available | 1 |
| An introduction to reinforcement learning for neuroscience | Nov 13, 2023 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |