model-based reinforcement learning

A Unifying View of Optimism in Episodic Reinforcement Learning NeurIPS 2020 AVID: Learning Multi-Stage Tasks via Pixel-Level Translation of Human Videos RSS 2020 Bidirectional Model-based Policy Optimization ICML 2020 Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model NeurIPS 2020 Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning NeurIPS 2020 Cautious Adaptation For Reinforcement Learning in Safety-Critical Settings ICML 2020 Context-aware Dynamics Model for Generalization in Model-Based Reinforcement Learning ICML 2020 Contrastive Variational Reinforcement Learning for Complex Observations CoRL 2020 Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization AAAI 2020 Deterministic Value-Policy Gradients AAAI 2020 Dream to Control: Learning Behaviors by Latent Imagination ICLR 2020 Dynamics-Aware Unsupervised Discovery of Skills ICLR 2020 Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning NeurIPS 2020 Error Bounds of Imitating Policies and Environments NeurIPS 2020 Exploring Model-based Planning with Policy Networks ICLR 2020 Frequency-based Search-control in Dyna ICLR 2020 Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction NeurIPS 2020 Generalized Hidden Parameter MDPs:Transferable Model-Based RL in a Handful of Trials AAAI 2020 Goal-Aware Prediction: Learning to Model What Matters ICML 2020 Gradient-Aware Model-Based Policy Search AAAI 2020 How to Learn a Useful Critic? Model-based Action-Gradient-Estimator Policy Optimization NeurIPS 2020 Improved Sample Complexity for Incremental Autonomous Exploration in MDPs NeurIPS 2020 Is Plug-in Solver Sample-Efficient for Feature-based Reinforcement Learning? NeurIPS 2020 Learning to Plan via Deep Optimistic Value Exploration L4DC 2020 Learning Trajectories for Visual-Inertial System Calibration via Model-based Heuristic Deep Reinforcement Learning CoRL 2020