| Adapting User Interfaces with Model-based Reinforcement Learning | Mar 11, 2021 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| Less Suboptimal Learning and Control in Variational POMDPs | Mar 9, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Solipsistic Reinforcement Learning | Mar 9, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Task Informed Abstractions | Mar 9, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning State Representations via Temporal Cycle-Consistency Constraint in Model-Based Reinforcement Learning | Mar 9, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Minimax Model Learning | Mar 2, 2021 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| On the Importance of Hyperparameter Optimization for Model-based Reinforcement Learning | Feb 26, 2021 | Hyperparameter OptimizationModel-based Reinforcement Learning | CodeCode Available | 1 |
| Visualizing MuZero Models | Feb 25, 2021 | Game of GoModel-based Reinforcement Learning | CodeCode Available | 1 |
| Combining Off and On-Policy Training in Model-Based Reinforcement Learning | Feb 24, 2021 | Atari GamesBoard Games | —Unverified | 0 |
| SENTINEL: Taming Uncertainty with Ensemble-based Distributional Reinforcement Learning | Feb 22, 2021 | Decision MakingDistributional Reinforcement Learning | —Unverified | 0 |
| Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach | Feb 20, 2021 | Model-based Reinforcement LearningOff-policy evaluation | —Unverified | 0 |
| Model-Invariant State Abstractions for Model-Based Reinforcement Learning | Feb 19, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Improving Model-Based Reinforcement Learning with Internal State Representations through Self-Supervision | Feb 10, 2021 | Board GamesModel-based Reinforcement Learning | CodeCode Available | 1 |
| Continuous-Time Model-Based Reinforcement Learning | Feb 9, 2021 | modelModel-based Reinforcement Learning | CodeCode Available | 1 |
| Model-Based Policy Search Using Monte Carlo Gradient Estimation with Real Systems Application | Jan 28, 2021 | Gaussian ProcessesModel-based Reinforcement Learning | —Unverified | 0 |
| Model-based Policy Search for Partially Measurable Systems | Jan 21, 2021 | Gaussian Processesmodel | —Unverified | 0 |
| Model-Based Reinforcement Learning for Approximate Optimal Control with Temporal Logic Specifications | Jan 18, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Biomanufacturing Harvest Optimization with Small Data | Jan 11, 2021 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Representation Balancing Offline Model-based Reinforcement Learning | Jan 1, 2021 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| On Trade-offs of Image Prediction in Visual Model-Based Reinforcement Learning | Jan 1, 2021 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Extracting Strong Policies for Robotics Tasks from zero-order trajectory optimizers | Jan 1, 2021 | Model-based Reinforcement Learning | —Unverified | 0 |
| Non-Markovian Predictive Coding For Planning In Latent Space | Jan 1, 2021 | Model-based Reinforcement LearningRepresentation Learning | —Unverified | 0 |
| Trust, but verify: model-based exploration in sparse reward environments | Jan 1, 2021 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning Accurate Long-term Dynamics for Model-based Reinforcement Learning | Dec 16, 2020 | Model-based Reinforcement LearningPrediction | CodeCode Available | 2 |
| Models, Pixels, and Rewards: Evaluating Design Trade-offs in Visual Model-Based Reinforcement Learning | Dec 8, 2020 | Model-based Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 1 |
