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Model-based Reinforcement Learning

Papers

Showing 5175 of 708 papers

TitleStatusHype
Approximating Fixpoints of Approximated Functions0
Inferring Transition Dynamics from Value Functions0
A Reduced Order Iterative Linear Quadratic Regulator (ILQR) Technique for the Optimal Control of Nonlinear Partial Differential Equations0
Knowledge Transfer in Model-Based Reinforcement Learning Agents for Efficient Multi-Task Learning0
Digital Twin Calibration with Model-Based Reinforcement Learning0
Diminishing Return of Value Expansion MethodsCode1
Stealing That Free Lunch: Exposing the Limits of Dyna-Style Reinforcement Learning0
Learning to Navigate in Mazes with Novel Layouts using Abstract Top-down Maps0
SimuDICE: Offline Policy Optimization Through World Model Updates and DICE EstimationCode0
Policy-shaped prediction: avoiding distractions in model-based reinforcement learning0
Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator0
Structure learning with Temporal Gaussian Mixture for model-based Reinforcement Learning0
The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning0
Imagine-2-Drive: Leveraging High-Fidelity World Models via Multi-Modal Diffusion Policies0
Inverse Transition Learning: Learning Dynamics from Demonstrations0
When to Trust Your Data: Enhancing Dyna-Style Model-Based Reinforcement Learning With Data Filter0
DODT: Enhanced Online Decision Transformer Learning through Dreamer's Actor-Critic Trajectory Forecasting0
Zero-shot Model-based Reinforcement Learning using Large Language ModelsCode1
Bayes Adaptive Monte Carlo Tree Search for Offline Model-based Reinforcement LearningCode0
Make the Pertinent Salient: Task-Relevant Reconstruction for Visual Control with Distractions0
Learning to Walk from Three Minutes of Real-World Data with Semi-structured Dynamics ModelsCode1
Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter EfficientCode1
SOLD: Slot Object-Centric Latent Dynamics Models for Relational Manipulation Learning from Pixels0
Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling0
Bisimulation metric for Model Predictive ControlCode0
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