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Model-based Reinforcement Learning

Papers

Showing 126150 of 708 papers

TitleStatusHype
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
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
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
Counterfactual experience augmented off-policy reinforcement learningCode0
Entropy-regularized Gradient Estimators for Approximate Bayesian Inference0
Towards Causal Model-Based Policy Optimization0
Enhancing Traffic Signal Control through Model-based Reinforcement Learning and Policy Reuse0
InDRiVE: Intrinsic Disagreement based Reinforcement for Vehicle Exploration through Curiosity Driven Generalized World Model0
Learning Transformer-based World Models with Contrastive Predictive Coding0
Knowledge Retention for Continual Model-Based Reinforcement Learning0
World Models for Anomaly Detection during Model-Based Reinforcement Learning Inference0
Differentiable Information Enhanced Model-Based Reinforcement Learning0
Spiking World Model with Multi-Compartment Neurons for Model-based Reinforcement LearningCode0
Multimodal Dreaming: A Global Workspace Approach to World Model-Based Reinforcement Learning0
Accelerating Model-Based Reinforcement Learning with State-Space World Models0
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