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Model-based Reinforcement Learning

Papers

Showing 2650 of 708 papers

TitleStatusHype
Model-based Reinforcement Learning for Parameterized Action SpacesCode1
A Distributional Analogue to the Successor RepresentationCode1
Sample-Efficient Learning to Solve a Real-World Labyrinth Game Using Data-Augmented Model-Based Reinforcement LearningCode1
Reinforcement Learning with Model Predictive Control for Highway Ramp MeteringCode1
STORM: Efficient Stochastic Transformer based World Models for Reinforcement LearningCode1
Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement LearningCode1
HarmonyDream: Task Harmonization Inside World ModelsCode1
Practical Probabilistic Model-based Deep Reinforcement Learning by Integrating Dropout Uncertainty and Trajectory SamplingCode1
RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior PredictabilityCode1
Curious Replay for Model-based AdaptationCode1
Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement LearningCode1
Posterior Sampling for Deep Reinforcement LearningCode1
Sample-efficient Model-based Reinforcement Learning for Quantum ControlCode1
Model-Based Reinforcement Learning with Isolated ImaginationsCode1
Transformer-based World Models Are Happy With 100k InteractionsCode1
Predictive Experience Replay for Continual Visual Control and ForecastingCode1
Diminishing Return of Value Expansion Methods in Model-Based Reinforcement LearningCode1
TrafficBots: Towards World Models for Autonomous Driving Simulation and Motion PredictionCode1
Model-Based Uncertainty in Value FunctionsCode1
Predictable MDP Abstraction for Unsupervised Model-Based RLCode1
MoDem: Accelerating Visual Model-Based Reinforcement Learning with DemonstrationsCode1
Physics-Informed Model-Based Reinforcement LearningCode1
The Effectiveness of World Models for Continual Reinforcement LearningCode1
Learning safety in model-based Reinforcement Learning using MPC and Gaussian ProcessesCode1
On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement LearningCode1
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