model-based reinforcement learning

Structured Policy Iteration for Linear Quadratic Regulator ICML 2020 Successor Features Combine Elements of Model-Free and Model-based Reinforcement Learning JMLR 2020 The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement Learning NeurIPS 2020 The Value Equivalence Principle for Model-Based Reinforcement Learning NeurIPS 2020 Tools for Data-driven Modeling of Within-Hand Manipulation with Underactuated Adaptive Hands L4DC 2020 Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning NeurIPS 2020 Trust the Model When It Is Confident: Masked Model-based Actor-Critic NeurIPS 2020 Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal AAAI 2020 Visual Reaction: Learning to Play Catch With Your Drone CVPR 2020 Accelerating Imitation Learning with Predictive Models AISTATS 2019 ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search AAAI 2019 Algorithmic Framework for Model-based Deep Reinforcement Learning with Theoretical Guarantees ICLR 2019 A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation NeurIPS 2019 Asynchronous Methods for Model-Based Reinforcement Learning CoRL 2019 Bootstrap Estimated Uncertainty of the Environment Model for Model-Based Reinforcement Learning AAAI 2019 Building Personalized Simulator for Interactive Search IJCAI 2019 Calibrated Model-Based Deep Reinforcement Learning ICML 2019 Combined Reinforcement Learning via Abstract Representations AAAI 2019 Combining parametric and nonparametric models for off-policy evaluation ICML 2019 Curious iLQR: Resolving Uncertainty in Model-based RL CoRL 2019 Data Efficient Reinforcement Learning for Legged Robots CoRL 2019 DeepMDP: Learning Continuous Latent Space Models for Representation Learning ICML 2019 Deep Online Learning Via Meta-Learning: Continual Adaptation for Model-Based RL ICLR 2019 Dynamics Learning with Cascaded Variational Inference for Multi-Step Manipulation CoRL 2019 Explicit Explore-Exploit Algorithms in Continuous State Spaces NeurIPS 2019