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Model-based Reinforcement Learning

Papers

Showing 125 of 708 papers

TitleStatusHype
TransDreamerV3: Implanting Transformer In DreamerV3Code0
On Quantum BSDE Solver for High-Dimensional Parabolic PDEs0
Relative Entropy Regularized Reinforcement Learning for Efficient Encrypted Policy Synthesis0
Accelerating Model-Based Reinforcement Learning using Non-Linear Trajectory Optimization0
Bregman Centroid Guided Cross-Entropy Method0
World Models for Cognitive Agents: Transforming Edge Intelligence in Future Networks0
Calibrated Value-Aware Model Learning with Stochastic Environment Models0
MedDreamer: Model-Based Reinforcement Learning with Latent Imagination on Complex EHRs for Clinical Decision Support0
Deep Active Inference Agents for Delayed and Long-Horizon EnvironmentsCode0
JEDI: Latent End-to-end Diffusion Mitigates Agent-Human Performance Asymmetry in Model-Based Reinforcement Learning0
Gaze Into the Abyss -- Planning to Seek Entropy When Reward is Scarce0
Raw2Drive: Reinforcement Learning with Aligned World Models for End-to-End Autonomous Driving (in CARLA v2)0
Improving planning and MBRL with temporally-extended actions0
Policy-Driven World Model Adaptation for Robust Offline Model-based Reinforcement Learning0
Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning0
Multi-Goal Dexterous Hand Manipulation using Probabilistic Model-based Reinforcement Learning0
Data-Assimilated Model-Based Reinforcement Learning for Partially Observed Chaotic Flows0
PIN-WM: Learning Physics-INformed World Models for Non-Prehensile Manipulation0
Learning global control of underactuated systems with Model-Based Reinforcement Learning0
Probabilistic Pontryagin's Maximum Principle for Continuous-Time Model-Based Reinforcement LearningCode0
Learning with Imperfect Models: When Multi-step Prediction Mitigates Compounding Error0
Probabilistically safe and efficient model-based Reinforcement LearningCode1
Perspective-Shifted Neuro-Symbolic World Models: A Framework for Socially-Aware Robot NavigationCode0
Look Before Leap: Look-Ahead Planning with Uncertainty in Reinforcement Learning0
Continual Reinforcement Learning for HVAC Systems Control: Integrating Hypernetworks and Transfer LearningCode0
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