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Model-based Reinforcement Learning

Papers

Showing 501525 of 708 papers

TitleStatusHype
Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity0
Learning Abstract Models for Strategic Exploration and Fast Reward Transfer0
The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement LearningCode0
Selective Dyna-style Planning Under Limited Model Capacity0
Bidirectional Model-based Policy OptimizationCode1
Adaptive Discretization for Model-Based Reinforcement LearningCode0
Model-based Reinforcement Learning: A Survey0
Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEsCode1
Control-Aware Representations for Model-based Reinforcement Learning0
Towards Tractable Optimism in Model-Based Reinforcement Learning0
Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian ProcessesCode1
Active Learning for Nonlinear System Identification with Guarantees0
Green Simulation Assisted Reinforcement Learning with Model Risk for Biomanufacturing Learning and ControlCode0
Delta Schema Network in Model-based Reinforcement LearningCode0
Model Embedding Model-Based Reinforcement Learning0
Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and PlanningCode1
Variational Model-based Policy Optimization0
Learning to Plan via Deep Optimistic Value Exploration0
Tools for Data-driven Modeling of Within-Hand Manipulation with Underactuated Adaptive HandsCode0
Maximum Entropy Model Rollouts: Fast Model Based Policy Optimization without Compounding Errors0
The growth and form of knowledge networks by kinesthetic curiosity0
Model-Based Reinforcement Learning with Value-Targeted Regression0
Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model0
Mutual Information Maximization for Robust Plannable Representations0
Model-Augmented Actor-Critic: Backpropagating through Paths0
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