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Model-based Reinforcement Learning

Papers

Showing 101125 of 708 papers

TitleStatusHype
Context-aware Dynamics Model for Generalization in Model-Based Reinforcement LearningCode1
Continual Model-Based Reinforcement Learning with HypernetworksCode1
Reinforcement Learning with Model Predictive Control for Highway Ramp MeteringCode1
RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior PredictabilityCode1
Continuous-Time Model-Based Reinforcement LearningCode1
Constrained Model-based Reinforcement Learning with Robust Cross-Entropy MethodCode1
Sample-Efficient Learning to Solve a Real-World Labyrinth Game Using Data-Augmented Model-Based Reinforcement LearningCode1
Sample-efficient Model-based Reinforcement Learning for Quantum ControlCode1
Dynamics-Aware Unsupervised Skill DiscoveryCode1
Hyperbolic VAE via Latent Gaussian DistributionsCode1
Learning to drive from a world on railsCode1
Diminishing Return of Value Expansion MethodsCode1
On Uncertainty in Deep State Space Models for Model-Based Reinforcement LearningCode1
Temporal Predictive Coding For Model-Based Planning In Latent SpaceCode1
Accelerating Model-Based Reinforcement Learning with State-Space World Models0
Discriminator Augmented Model-Based Reinforcement Learning0
Data-Assimilated Model-Based Reinforcement Learning for Partially Observed Chaotic Flows0
Backward Imitation and Forward Reinforcement Learning via Bi-directional Model Rollouts0
Cycle-Consistent World Models for Domain Independent Latent Imagination0
Autonomous Port Navigation With Ranging Sensors Using Model-Based Reinforcement Learning0
Adaptive Horizon Actor-Critic for Policy Learning in Contact-Rich Differentiable Simulation0
Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator0
Data-Efficient Learning of Feedback Policies from Image Pixels using Deep Dynamical Models0
Data-Efficient Reinforcement Learning for Malaria Control0
Distributionally Robust Model-based Reinforcement Learning with Large State Spaces0
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