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Model-based Reinforcement Learning

Papers

Showing 151175 of 708 papers

TitleStatusHype
Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective0
PrivilegedDreamer: Explicit Imagination of Privileged Information for Rapid Adaptation of Learned Policies0
Towards Empowerment Gain through Causal Structure Learning in Model-Based RL0
Pre-Trained Video Generative Models as World Simulators0
TD-M(PC)^2: Improving Temporal Difference MPC Through Policy Constraint0
On Rollouts in Model-Based Reinforcement LearningCode0
Generative AI for Lyapunov Optimization Theory in UAV-based Low-Altitude Economy Networking0
Objects matter: object-centric world models improve reinforcement learning in visually complex environments0
AdaWM: Adaptive World Model based Planning for Autonomous Driving0
GLAM: Global-Local Variation Awareness in Mamba-based World Model0
Robotic World Model: A Neural Network Simulator for Robust Policy Optimization in Robotics0
EVaDE : Event-Based Variational Thompson Sampling for Model-Based Reinforcement Learning0
Inferring Transition Dynamics from Value Functions0
Approximating Fixpoints of Approximated 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
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
Imagine-2-Drive: Leveraging High-Fidelity World Models via Multi-Modal Diffusion Policies0
The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning0
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