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Model-based Reinforcement Learning

Papers

Showing 301325 of 708 papers

TitleStatusHype
Equivariant MuZero0
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
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
Contrastive Value Learning: Implicit Models for Simple Offline RL0
Model-based Reinforcement Learning with a Hamiltonian Canonical ODE Network0
SAM-RL: Sensing-Aware Model-Based Reinforcement Learning via Differentiable Physics-Based Simulation and Rendering0
Active Exploration for Robotic Manipulation0
Epistemic Monte Carlo Tree Search0
Output Feedback Adaptive Optimal Control of Affine Nonlinear systems with a Linear Measurement Model0
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