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Model-based Reinforcement Learning

Papers

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TitleStatusHype
Active Learning for Nonlinear System Identification with Guarantees0
Delta Schema Network in Model-based Reinforcement LearningCode0
Green Simulation Assisted Reinforcement Learning with Model Risk for Biomanufacturing Learning and ControlCode0
Model Embedding Model-Based Reinforcement Learning0
Variational Model-based Policy Optimization0
Tools for Data-driven Modeling of Within-Hand Manipulation with Underactuated Adaptive HandsCode0
Learning to Plan via Deep Optimistic Value Exploration0
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
Fostering Event Compression using Gated Surprise0
Model-based reinforcement learning for biological sequence design0
Model Based Reinforcement Learning for Atari0
Sample-Efficient Model-based Actor-Critic for an Interactive Dialogue Task0
Flexible and Efficient Long-Range Planning Through Curious Exploration0
Modeling Survival in model-based Reinforcement Learning0
A Game Theoretic Framework for Model Based Reinforcement Learning0
Online Constrained Model-based Reinforcement Learning0
Learning to Fly via Deep Model-Based Reinforcement LearningCode0
Model-based Reinforcement Learning for Decentralized Multiagent Rendezvous0
PlaNet of the Bayesians: Reconsidering and Improving Deep Planning Network by Incorporating Bayesian Inference0
Policy-Aware Model Learning for Policy Gradient MethodsCode0
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