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| Dynamic Update-to-Data Ratio: Minimizing World Model Overfitting | Mar 17, 2023 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| A New Policy Iteration Algorithm For Reinforcement Learning in Zero-Sum Markov Games | Mar 17, 2023 | Model-based Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| On the Benefits of Leveraging Structural Information in Planning Over the Learned Model | Mar 15, 2023 | Model-based Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
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| Transformer-based World Models Are Happy With 100k Interactions | Mar 13, 2023 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Predictive Experience Replay for Continual Visual Control and Forecasting | Mar 12, 2023 | Continual LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Beware of Instantaneous Dependence in Reinforcement Learning | Mar 9, 2023 | Model-based Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Sample-efficient Real-time Planning with Curiosity Cross-Entropy Method and Contrastive Learning | Mar 7, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 |
| TrafficBots: Towards World Models for Autonomous Driving Simulation and Motion Prediction | Mar 7, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
