SOTAVerified

Model-based Reinforcement Learning

Papers

Showing 151200 of 708 papers

TitleStatusHype
Pontryagin Optimal Control via Neural NetworksCode0
Entity Abstraction in Visual Model-Based Reinforcement LearningCode0
Object-Oriented Dynamics PredictorCode0
On Rollouts in Model-Based Reinforcement LearningCode0
Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-TuningCode0
Neuromorphic dreaming: A pathway to efficient learning in artificial agentsCode0
Non-Stationary Markov Decision Processes, a Worst-Case Approach using Model-Based Reinforcement LearningCode0
CEM-GD: Cross-Entropy Method with Gradient Descent Planner for Model-Based Reinforcement 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
Calibrated Model-Based Deep Reinforcement LearningCode0
Mode-constrained Model-based Reinforcement Learning via Gaussian ProcessesCode0
Model-Advantage and Value-Aware Models for Model-Based Reinforcement Learning: Bridging the Gap in Theory and PracticeCode0
Model-based deep reinforcement learning for accelerated learning from flow simulationsCode0
Model-Based Reinforcement Learning for AtariCode0
Machine Learning and System Identification for Estimation in Physical SystemsCode0
Live in the Moment: Learning Dynamics Model Adapted to Evolving PolicyCode0
Lipschitz Continuity in Model-based Reinforcement LearningCode0
Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language NavigationCode0
Accurate Uncertainties for Deep Learning Using Calibrated RegressionCode0
Learning State Representations via Retracing in Reinforcement LearningCode0
Can Agents Learn by Analogy? An Inferable Model for PAC Reinforcement LearningCode0
Bounding-Box Inference for Error-Aware Model-Based Reinforcement LearningCode0
Bisimulation metric for Model Predictive ControlCode0
Learning Sequential Latent Variable Models from Multimodal Time Series DataCode0
Learning the Reward Function for a Misspecified ModelCode0
Understanding and Mitigating the Limitations of Prioritized Experience ReplayCode0
Learning Powerful Policies by Using Consistent Dynamics ModelCode0
Learning Disentangled Discrete RepresentationsCode0
Learning Approximate Stochastic Transition ModelsCode0
Learning Modular Robot Control PoliciesCode0
Laboratory Experiments of Model-based Reinforcement Learning for Adaptive Optics ControlCode0
Delta Schema Network in Model-based Reinforcement LearningCode0
Learning and Policy Search in Stochastic Dynamical Systems with Bayesian Neural NetworksCode0
Non-zero-sum Game Control for Multi-vehicle Driving via Reinforcement LearningCode0
Learning Multimodal Transition Dynamics for Model-Based Reinforcement LearningCode0
Benchmarking Model-Based Reinforcement LearningCode0
Imagination-Augmented Agents for Deep Reinforcement LearningCode0
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
Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy OptimizationCode0
Adaptive PD Control using Deep Reinforcement Learning for Local-Remote Teleoperation with Stochastic Time DelaysCode0
Hint assisted reinforcement learning: an application in radio astronomyCode0
A Simple Decentralized Cross-Entropy MethodCode0
Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement LearningCode0
GLIB: Efficient Exploration for Relational Model-Based Reinforcement Learning via Goal-Literal BabblingCode0
Generative Adversarial User Model for Reinforcement Learning Based Recommendation SystemCode0
Show:102550
← PrevPage 4 of 15Next →

No leaderboard results yet.