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Model-based Reinforcement Learning

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TitleStatusHype
Jointly-Learned State-Action Embedding for Efficient Reinforcement Learning—0
A Sharp Analysis of Model-based Reinforcement Learning with Self-Play—0
Trust-Region Method with Deep Reinforcement Learning in Analog Design Space Exploration—0
Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions—0
Jointly-Trained State-Action Embedding for Efficient Reinforcement Learning—0
Dynamic Horizon Value Estimation for Model-based Reinforcement Learning—0
A Contraction Approach to Model-based Reinforcement Learning—0
Reward Maximisation through Discrete Active Inference—0
Multi-Objective Model-based Reinforcement Learning for Infectious Disease Control—0
Document-editing Assistants and Model-based Reinforcement Learning as a Path to Conversational AI—0
Beyond Point Estimate: Inferring Ensemble Prediction Variation from Neuron Activation Strength in Recommender Systems—0
Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey—0
Learning Transition Models with Time-delayed Causal Relations—0
Dreaming: Model-based Reinforcement Learning by Latent Imagination without Reconstruction—0
Safe Model-Based Reinforcement Learning for Systems with Parametric Uncertainties—0
Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems—0
Understanding and Mitigating the Limitations of Prioritized Experience ReplayCode0
Model-Based Multi-Agent RL in Zero-Sum Markov Games with Near-Optimal Sample Complexity—0
Learning Abstract Models for Strategic Exploration and Fast Reward Transfer—0
The LoCA Regret: A Consistent Metric to Evaluate Model-Based Behavior in Reinforcement LearningCode0
Selective Dyna-style Planning Under Limited Model Capacity—0
Adaptive Discretization for Model-Based Reinforcement LearningCode0
Model-based Reinforcement Learning: A Survey—0
Control-Aware Representations for Model-based Reinforcement Learning—0
Towards Tractable Optimism in Model-Based Reinforcement Learning—0
Active Learning for Nonlinear System Identification with Guarantees—0
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 Learning—0
Variational Model-based Policy Optimization—0
Tools for Data-driven Modeling of Within-Hand Manipulation with Underactuated Adaptive HandsCode0
Learning to Plan via Deep Optimistic Value Exploration—0
Maximum Entropy Model Rollouts: Fast Model Based Policy Optimization without Compounding Errors—0
The growth and form of knowledge networks by kinesthetic curiosity—0
Model-Based Reinforcement Learning with Value-Targeted Regression—0
Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model—0
Mutual Information Maximization for Robust Plannable Representations—0
Model-Augmented Actor-Critic: Backpropagating through Paths—0
Fostering Event Compression using Gated Surprise—0
Model-based reinforcement learning for biological sequence design—0
Model Based Reinforcement Learning for Atari—0
Sample-Efficient Model-based Actor-Critic for an Interactive Dialogue Task—0
Flexible and Efficient Long-Range Planning Through Curious Exploration—0
Modeling Survival in model-based Reinforcement Learning—0
A Game Theoretic Framework for Model Based Reinforcement Learning—0
Online Constrained Model-based Reinforcement Learning—0
Learning to Fly via Deep Model-Based Reinforcement LearningCode0
Model-based Reinforcement Learning for Decentralized Multiagent Rendezvous—0
PlaNet of the Bayesians: Reconsidering and Improving Deep Planning Network by Incorporating Bayesian Inference—0
Policy-Aware Model Learning for Policy Gradient MethodsCode0
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