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Model-based Reinforcement Learning

Papers

Showing 401425 of 708 papers

TitleStatusHype
Approximate infinite-horizon predictive control0
Free Will Belief as a consequence of Model-based Reinforcement Learning0
Model-Based Reinforcement Learning via Stochastic Hybrid Models0
Look Before You Leap: Safe Model-Based Reinforcement Learning with Human Intervention0
Risk Sensitive Model-Based Reinforcement Learning using Uncertainty Guided Planning0
Procedural Generalization by Planning with Self-Supervised World Models0
Model based Multi-agent Reinforcement Learning with Tensor Decompositions0
Learning Robust Controllers Via Probabilistic Model-Based Policy Search0
Operator Shifting for Model-based Policy Evaluation0
Multitask Adaptation by Retrospective Exploration with Learned World Models0
Variational Predictive Routing with Nested Subjective Timescales0
Model-based Reinforcement Learning for Service Mesh Fault Resiliency in a Web Application-level0
Improving Hyperparameter Optimization by Planning Ahead0
Reward-Free Model-Based Reinforcement Learning with Linear Function Approximation0
Revisiting Design Choices in Offline Model-Based Reinforcement Learning0
Near-Optimal Reward-Free Exploration for Linear Mixture MDPs with Plug-in Solver0
Imaginary Hindsight Experience Replay: Curious Model-based Learning for Sparse Reward Tasks0
Cycle-Consistent World Models for Domain Independent Latent Imagination0
Safety aware model-based reinforcement learning for optimal control of a class of output-feedback nonlinear systems0
Decentralized Cross-Entropy Method for Model-Based Reinforcement Learning0
MOBA: Multi-teacher Model Based Reinforcement Learning0
Model-based Reinforcement Learning with Ensembled Model-value Expansion0
Fully Decentralized Model-based Policy Optimization with Networked Agents0
Learning Dynamics Models for Model Predictive Agents0
Gradient Information Matters in Policy Optimization by Back-propagating through ModelCode0
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