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Model-based Reinforcement Learning

Papers

Showing 226250 of 708 papers

TitleStatusHype
Equivariant MuZero0
Predictable MDP Abstraction for Unsupervised Model-Based RLCode1
Non-zero-sum Game Control for Multi-vehicle Driving via Reinforcement LearningCode0
Is Model Ensemble Necessary? Model-based RL via a Single Model with Lipschitz Regularized Value Function0
Learning Control from Raw Position Measurements0
STEERING: Stein Information Directed Exploration for Model-Based Reinforcement Learning0
Minimal Value-Equivalent Partial Models for Scalable and Robust Planning in Lifelong Reinforcement Learning0
Intrinsic Motivation in Model-based Reinforcement Learning: A Brief Review0
Model Based Reinforcement Learning with Non-Gaussian Environment Dynamics and its Application to Portfolio Optimization0
Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement LearningCode0
Hint assisted reinforcement learning: an application in radio astronomyCode0
Exploration in Model-based Reinforcement Learning with Randomized Reward0
Pontryagin Optimal Control via Neural NetworksCode0
Model-Based Reinforcement Learning with Multinomial Logistic Function Approximation0
Latent Variable Representation for Reinforcement Learning0
A Simple Decentralized Cross-Entropy MethodCode0
MoDem: Accelerating Visual Model-Based Reinforcement Learning with DemonstrationsCode1
Physics-Informed Model-Based Reinforcement LearningCode1
The Effectiveness of World Models for Continual Reinforcement LearningCode1
A Data-driven Pricing Scheme for Optimal Routing through Artificial Currencies0
Prototypical context-aware dynamics generalization for high-dimensional model-based reinforcement learning0
Offline Estimation of Controlled Markov Chains: Minimaxity and Sample Complexity0
The Benefits of Model-Based Generalization in Reinforcement LearningCode0
Learning safety in model-based Reinforcement Learning using MPC and Gaussian ProcessesCode1
Contrastive Value Learning: Implicit Models for Simple Offline RL0
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