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Model-based Reinforcement Learning

Papers

Showing 1120 of 708 papers

TitleStatusHype
Learning to Predict Without Looking Ahead: World Models Without Forward PredictionCode2
Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics ModelsCode2
Probabilistically safe and efficient model-based Reinforcement LearningCode1
Dream to Drive with Predictive Individual World ModelCode1
Diminishing Return of Value Expansion MethodsCode1
Zero-shot Model-based Reinforcement Learning using Large Language ModelsCode1
Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter EfficientCode1
Learning to Walk from Three Minutes of Real-World Data with Semi-structured Dynamics ModelsCode1
Learning Discrete World Models for Heuristic SearchCode1
Traffic expertise meets residual RL: Knowledge-informed model-based residual reinforcement learning for CAV trajectory controlCode1
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