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Model-based Reinforcement Learning

Papers

Showing 576600 of 708 papers

TitleStatusHype
Plug and Play, Model-Based Reinforcement Learning0
Policy-Driven World Model Adaptation for Robust Offline Model-based Reinforcement Learning0
Policy Error Bounds for Model-Based Reinforcement Learning with Factored Linear Models0
Policy Optimization In the Face of Uncertainty0
Policy Optimization with Model-based Explorations0
Policy Prediction Network: Model-Free Behavior Policy with Model-Based Learning in Continuous Action Space0
Policy-shaped prediction: avoiding distractions in model-based reinforcement learning0
Policy Tree Network0
Posterior Coreset Construction with Kernelized Stein Discrepancy for Model-Based Reinforcement Learning0
Predictive Control Using Learned State Space Models via Rolling Horizon Evolution0
Learning-to-defer for sequential medical decision-making under uncertainty0
Pre-Trained Video Generative Models as World Simulators0
PrivilegedDreamer: Explicit Imagination of Privileged Information for Rapid Adaptation of Learned Policies0
Procedural Generalization by Planning with Self-Supervised World Models0
Prototypical context-aware dynamics generalization for high-dimensional model-based reinforcement learning0
Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization0
Provably Efficient Reinforcement Learning for Online Adaptive Influence Maximization0
Q-CP: Learning Action Values for Cooperative Planning0
Lipschitz Continuity in Model-based Reinforcement LearningCode0
Live in the Moment: Learning Dynamics Model Adapted to Evolving PolicyCode0
Non-Stationary Markov Decision Processes, a Worst-Case Approach using Model-Based Reinforcement LearningCode0
Non-zero-sum Game Control for Multi-vehicle Driving via Reinforcement LearningCode0
Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC ControlCode0
Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language NavigationCode0
Object-Oriented Dynamics PredictorCode0
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