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Model-based Reinforcement Learning

Papers

Showing 351400 of 708 papers

TitleStatusHype
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
Raising Student Completion Rates with Adaptive Curriculum and Contextual Bandits0
Raw2Drive: Reinforcement Learning with Aligned World Models for End-to-End Autonomous Driving (in CARLA v2)0
Ready Policy One: World Building Through Active Learning0
Regularity as Intrinsic Reward for Free Play0
Regularizing Model-Based Planning with Energy-Based Models0
Regularizing Trajectory Optimization with Denoising Autoencoders0
Reinforcement learning-based architecture search for quantum machine learning0
Infinite-Horizon Reinforcement Learning with Multinomial Logistic Function Approximation0
Reinforcement learning for non-prehensile manipulation: Transfer from simulation to physical system0
Reinforcement Learning on Computational Resource Allocation of Cloud-based Wireless Networks0
Biomanufacturing Harvest Optimization with Small Data0
Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation0
Reinforcement Learning with Efficient Active Feature Acquisition0
Reinforcement Learning with Non-Exponential Discounting0
Reinforcement Twinning: from digital twins to model-based reinforcement learning0
Relative Entropy Regularized Reinforcement Learning for Efficient Encrypted Policy Synthesis0
Replay Buffer with Local Forgetting for Adapting to Local Environment Changes in Deep Model-Based Reinforcement Learning0
Representation Balancing Offline Model-based Reinforcement Learning0
Revisiting Design Choices in Offline Model-Based Reinforcement Learning0
Revisiting Design Choices in Offline Model Based Reinforcement Learning0
Revisiting Model-based Value Expansion0
Revisit Policy Optimization in Matrix Form0
Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning0
Reward-Free Model-Based Reinforcement Learning with Linear Function Approximation0
Reward-Respecting Subtasks for Model-Based Reinforcement Learning0
Risk Averse Value Expansion for Sample Efficient and Robust Policy Learning0
Risk-Sensitive and Robust Model-Based Reinforcement Learning and Planning0
Risk Sensitive Model-Based Reinforcement Learning using Uncertainty Guided Planning0
RLOC: Neurobiologically Inspired Hierarchical Reinforcement Learning Algorithm for Continuous Control of Nonlinear Dynamical Systems0
RL-QN: A Reinforcement Learning Framework for Optimal Control of Queueing Systems0
Robo-PlaNet: Learning to Poke in a Day0
Robotic World Model: A Neural Network Simulator for Robust Policy Optimization in Robotics0
Decision-Focused Model-based Reinforcement Learning for Reward Transfer0
Robust Model Based Reinforcement Learning Using L_1 Adaptive Control0
Robust Model-based Reinforcement Learning for Autonomous Greenhouse Control0
S2VG: Soft Stochastic Value Gradient method0
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