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Model-based Reinforcement Learning

Papers

Showing 121130 of 708 papers

TitleStatusHype
Calibrated Value-Aware Model Learning with Stochastic Environment Models0
MedDreamer: Model-Based Reinforcement Learning with Latent Imagination on Complex EHRs for Clinical Decision Support0
JEDI: Latent End-to-end Diffusion Mitigates Agent-Human Performance Asymmetry in Model-Based Reinforcement Learning0
Deep Active Inference Agents for Delayed and Long-Horizon EnvironmentsCode0
Raw2Drive: Reinforcement Learning with Aligned World Models for End-to-End Autonomous Driving (in CARLA v2)0
Gaze Into the Abyss -- Planning to Seek Entropy When Reward is Scarce0
Improving planning and MBRL with temporally-extended actions0
Temporal Distance-aware Transition Augmentation for Offline Model-based Reinforcement Learning0
Policy-Driven World Model Adaptation for Robust Offline Model-based Reinforcement Learning0
Multi-Goal Dexterous Hand Manipulation using Probabilistic Model-based Reinforcement Learning0
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