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Model-based Reinforcement Learning

Papers

Showing 5175 of 708 papers

TitleStatusHype
Causal Reinforcement Learning using Observational and Interventional DataCode1
DISCOVER: Deep identification of symbolically concise open-form PDEs via enhanced reinforcement-learningCode1
Causal Dynamics Learning for Task-Independent State AbstractionCode1
Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose?Code1
A Safe and Data-efficient Model-based Reinforcement Learning System for HVAC ControlCode1
Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level PaintingsCode1
Model-Based Reinforcement Learning with Isolated ImaginationsCode1
Model-based Reinforcement Learning with Multi-step Plan Value EstimationCode1
Model-Predictive Control via Cross-Entropy and Gradient-Based OptimizationCode1
Models, Pixels, and Rewards: Evaluating Design Trade-offs in Visual Model-Based Reinforcement LearningCode1
Neural Game Engine: Accurate learning of generalizable forward models from pixelsCode1
Objective Mismatch in Model-based Reinforcement LearningCode1
Control-Oriented Model-Based Reinforcement Learning with Implicit DifferentiationCode1
Continuous-Time Model-Based Reinforcement LearningCode1
Context-aware Dynamics Model for Generalization in Model-Based Reinforcement LearningCode1
Bridging Imagination and Reality for Model-Based Deep Reinforcement LearningCode1
Bellman: A Toolbox for Model-Based Reinforcement Learning in TensorFlowCode1
Continual Model-Based Reinforcement Learning with HypernetworksCode1
Bidirectional Model-based Policy OptimizationCode1
Diminishing Return of Value Expansion Methods in Model-Based Reinforcement LearningCode1
Dream and Search to Control: Latent Space Planning for Continuous ControlCode1
DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical RepresentationsCode1
Dynamics-Aware Unsupervised Discovery of SkillsCode1
Dynamics-Aware Unsupervised Skill DiscoveryCode1
Curious Replay for Model-based AdaptationCode1
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