SOTAVerified

Model-based Reinforcement Learning

Papers

Showing 651700 of 708 papers

TitleStatusHype
Exploiting Symmetry in Dynamics for Model-Based Reinforcement Learning with Asymmetric RewardsCode0
Entity Abstraction in Visual Model-Based Reinforcement LearningCode0
Model-Based Reinforcement Learning for AtariCode0
Model-Based Reinforcement Learning with Multi-Task Offline PretrainingCode0
Synthesizing Neural Network Controllers with Probabilistic Model based Reinforcement LearningCode0
Learning Modular Robot Control PoliciesCode0
Robust Model-Based Reinforcement Learning with an Adversarial Auxiliary ModelCode0
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point ProcessesCode0
Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement LearningCode0
Bayes Adaptive Monte Carlo Tree Search for Offline Model-based Reinforcement LearningCode0
Policy-Aware Model Learning for Policy Gradient MethodsCode0
Learning Disentangled Discrete RepresentationsCode0
Towards Evaluating Adaptivity of Model-Based Reinforcement Learning MethodsCode0
Safe Deep Model-Based Reinforcement Learning with Lyapunov FunctionsCode0
Policy Optimization in Dynamic Bayesian Network Hybrid Models of Biomanufacturing ProcessesCode0
Towards Model-based Reinforcement Learning for Industry-near EnvironmentsCode0
Learning Approximate Stochastic Transition ModelsCode0
Bayes-Adaptive Deep Model-Based Policy OptimisationCode0
Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural NetworksCode0
Counterfactual experience augmented off-policy reinforcement learningCode0
Safe Model-based Reinforcement Learning with Stability GuaranteesCode0
Coprocessor Actor Critic: A Model-Based Reinforcement Learning Approach For Adaptive Brain StimulationCode0
Pontryagin Optimal Control via Neural NetworksCode0
Laboratory Experiments of Model-based Reinforcement Learning for Adaptive Optics ControlCode0
Continual Reinforcement Learning for HVAC Systems Control: Integrating Hypernetworks and Transfer LearningCode0
Model-Ensemble Trust-Region Policy OptimizationCode0
Model-based Reinforcement Learning for Continuous Control with Posterior SamplingCode0
ED2: Environment Dynamics Decomposition World Models for Continuous ControlCode0
Dynamic Update-to-Data Ratio: Minimizing World Model OverfittingCode0
Value-Distributional Model-Based Reinforcement LearningCode0
Delta Schema Network in Model-based Reinforcement LearningCode0
Baconian: A Unified Open-source Framework for Model-Based Reinforcement LearningCode0
Intelligent Trainer for Model-Based Reinforcement LearningCode0
Imagination-Augmented Agents for Deep Reinforcement LearningCode0
Hint assisted reinforcement learning: an application in radio astronomyCode0
SAGE: Generating Symbolic Goals for Myopic Models in Deep Reinforcement LearningCode0
Green Simulation Assisted Reinforcement Learning with Model Risk for Biomanufacturing Learning and ControlCode0
Deep Visual Foresight for Planning Robot MotionCode0
Sample Complexity of Robust Reinforcement Learning with a Generative ModelCode0
Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy OptimizationCode0
Probabilistic Pontryagin's Maximum Principle for Continuous-Time Model-Based Reinforcement LearningCode0
Probabilistic Reach-Avoid for Bayesian Neural NetworksCode0
CEM-GD: Cross-Entropy Method with Gradient Descent Planner for Model-Based Reinforcement LearningCode0
Proper Value EquivalenceCode0
Can Agents Learn by Analogy? An Inferable Model for PAC Reinforcement LearningCode0
ToyArchitecture: Unsupervised Learning of Interpretable Models of the WorldCode0
Calibrated Model-Based Deep Reinforcement LearningCode0
Sample-efficient Real-time Planning with Curiosity Cross-Entropy Method and Contrastive LearningCode0
QLBS: Q-Learner in the Black-Scholes(-Merton) WorldsCode0
The Benefits of Model-Based Generalization in Reinforcement LearningCode0
Show:102550
← PrevPage 14 of 15Next →

No leaderboard results yet.