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| Active Learning for Control-Oriented Identification of Nonlinear Systems | Apr 13, 2024 | Active LearningModel-based Reinforcement Learning | —Unverified | 0 |
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| Deep Gaussian Covariance Network with Trajectory Sampling for Data-Efficient Policy Search | Mar 23, 2024 | Gaussian ProcessesModel-based Reinforcement Learning | CodeCode Available | 0 |
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| When in Doubt, Think Slow: Iterative Reasoning with Latent Imagination | Feb 23, 2024 | Model-based Reinforcement Learning | —Unverified | 0 |
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| The Edge-of-Reach Problem in Offline Model-Based Reinforcement Learning | Feb 19, 2024 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
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| 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 |
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| Model-Based Epistemic Variance of Values for Risk-Aware Policy Optimization | Dec 7, 2023 | Model-based Reinforcement LearningOffline RL | —Unverified | 0 |
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| LanGWM: Language Grounded World Model | Nov 29, 2023 | Deep Reinforcement Learningmodel | —Unverified | 0 |
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| An introduction to reinforcement learning for neuroscience | Nov 13, 2023 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |
