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Model-based Reinforcement Learning

Papers

Showing 201225 of 708 papers

TitleStatusHype
Exploring Model-based Planning with Policy NetworksCode0
Proper Value EquivalenceCode0
Delta Schema Network in Model-based Reinforcement LearningCode0
Safety Augmented Value Estimation from Demonstrations (SAVED): Safe Deep Model-Based RL for Sparse Cost Robotic TasksCode0
Learning Modular Robot Control PoliciesCode0
Live in the Moment: Learning Dynamics Model Adapted to Evolving PolicyCode0
Benchmarking Model-Based Reinforcement LearningCode0
Laboratory Experiments of Model-based Reinforcement Learning for Adaptive Optics ControlCode0
Deep Visual Foresight for Planning Robot MotionCode0
Benchmark Generation Framework with Customizable Distortions for Image Classifier RobustnessCode0
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point ProcessesCode0
Intelligent Trainer for Model-Based Reinforcement LearningCode0
Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy OptimizationCode0
Asynchronous Methods for Model-Based Reinforcement LearningCode0
Adaptive PD Control using Deep Reinforcement Learning for Local-Remote Teleoperation with Stochastic Time DelaysCode0
Hint assisted reinforcement learning: an application in radio astronomyCode0
Imagination-Augmented Agents for Deep Reinforcement LearningCode0
SimuDICE: Offline Policy Optimization Through World Model Updates and DICE EstimationCode0
Green Simulation Assisted Reinforcement Learning with Model Risk for Biomanufacturing Learning and ControlCode0
Deep Gaussian Covariance Network with Trajectory Sampling for Data-Efficient Policy SearchCode0
GLIB: Efficient Exploration for Relational Model-Based Reinforcement Learning via Goal-Literal BabblingCode0
Generative Adversarial User Model for Reinforcement Learning Based Recommendation SystemCode0
Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC ControlCode0
The Benefits of Model-Based Generalization in Reinforcement LearningCode0
Deep Active Inference Agents for Delayed and Long-Horizon EnvironmentsCode0
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