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Model-based Reinforcement Learning

Papers

Showing 351400 of 708 papers

TitleStatusHype
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
Safe Controller for Output Feedback Linear Systems using Model-Based Reinforcement Learning0
Safe Exploration in Model-based Reinforcement Learning using Control Barrier Functions0
Safe Model-based Off-policy Reinforcement Learning for Eco-Driving in Connected and Automated Hybrid Electric Vehicles0
Safety aware model-based reinforcement learning for optimal control of a class of output-feedback nonlinear systems0
Safety Verification of Model Based Reinforcement Learning Controllers0
Sample-Efficient Model-based Actor-Critic for an Interactive Dialogue Task0
Sample-efficient reinforcement learning using deep Gaussian processes0
SAM-RL: Sensing-Aware Model-Based Reinforcement Learning via Differentiable Physics-Based Simulation and Rendering0
Scheduled Curiosity-Deep Dyna-Q: Efficient Exploration for Dialog Policy Learning0
Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions: Applications to Product-Form Stochastic Networks and Queueing Systems0
Selective Dyna-style Planning Under Limited Model Capacity0
Self-Adapting Goals Allow Transfer of Predictive Models to New Tasks0
Sense, Imagine, Act: Multimodal Perception Improves Model-Based Reinforcement Learning for Head-to-Head Autonomous Racing0
SENTINEL: Taming Uncertainty with Ensemble-based Distributional Reinforcement Learning0
Should I send this notification? Optimizing push notifications decision making by modeling the future0
Should Models Be Accurate?0
Skill-based Model-based Reinforcement Learning0
SOLD: Slot Object-Centric Latent Dynamics Models for Relational Manipulation Learning from Pixels0
Solipsistic Reinforcement Learning0
State and Input Constrained Output-Feedback Adaptive Optimal Control of Affine Nonlinear Systems0
State and Parameter Estimation for Affine Nonlinear Systems0
Stealing That Free Lunch: Exposing the Limits of Dyna-Style Reinforcement Learning0
STEERING: Stein Information Directed Exploration for Model-Based Reinforcement Learning0
Stock Trading Optimization through Model-based Reinforcement Learning with Resistance Support Relative Strength0
Model Based Reinforcement Learning with Non-Gaussian Environment Dynamics and its Application to Portfolio Optimization0
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