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Model-based Reinforcement Learning

Papers

Showing 601650 of 708 papers

TitleStatusHype
Enhancing Traffic Signal Control through Model-based Reinforcement Learning and Policy Reuse0
Entropy-regularized Gradient Estimators for Approximate Bayesian Inference0
Equivalence Between Wasserstein and Value-Aware Loss for Model-based Reinforcement Learning0
Equivariant MuZero0
Error Bounds of Imitating Policies and Environments0
EVaDE : Event-Based Variational Thompson Sampling for Model-Based Reinforcement Learning0
Example-Driven Model-Based Reinforcement Learning for Solving Long-Horizon Visuomotor Tasks0
Exploration-exploitation trade-off for continuous-time episodic reinforcement learning with linear-convex models0
Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress0
Exploration in Model-based Reinforcement Learning with Randomized Reward0
Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems0
Exploring the Potential of World Models for Anomaly Detection in Autonomous Driving0
Extracting Strong Policies for Robotics Tasks from zero-order trajectory optimizers0
Facing Off World Model Backbones: RNNs, Transformers, and S40
Trust-Region Method with Deep Reinforcement Learning in Analog Design Space Exploration0
Fast Exploration with Simplified Models and Approximately Optimistic Planning in Model Based Reinforcement Learning0
Fast Model Identification via Physics Engines for Data-Efficient Policy Search0
Federated Ensemble Model-based Reinforcement Learning in Edge Computing0
Feedback-Based Tree Search for Reinforcement Learning0
Flexible and Efficient Long-Range Planning Through Curious Exploration0
FOSP: Fine-tuning Offline Safe Policy through World Models0
Fostering Event Compression using Gated Surprise0
Fractional Transfer Learning for Deep Model-Based Reinforcement Learning0
Free Will Belief as a consequence of Model-based Reinforcement Learning0
Frequency-based Search-control in Dyna0
From Pixels to Torques: Policy Learning with Deep Dynamical Models0
Fully Decentralized Model-based Policy Optimization with Networked Agents0
Gaze Into the Abyss -- Planning to Seek Entropy When Reward is Scarce0
GEM: Group Enhanced Model for Learning Dynamical Control Systems0
Generative AI for Lyapunov Optimization Theory in UAV-based Low-Altitude Economy Networking0
Generative Temporal Models with Spatial Memory for Partially Observed Environments0
GLAM: Global-Local Variation Awareness in Mamba-based World Model0
Graph Neural Networks with Model-based Reinforcement Learning for Multi-agent Systems0
Goal-Space Planning with Subgoal Models0
Gradient-Aware Model-based Policy Search0
Relational Object-Centric Actor-Critic0
Guided Safe Shooting: model based reinforcement learning with safety constraints0
High-Accuracy Model-Based Reinforcement Learning, a Survey0
Hill Climbing on Value Estimates for Search-control in Dyna0
How to Learn and Generalize From Three Minutes of Data: Physics-Constrained and Uncertainty-Aware Neural Stochastic Differential Equations0
Human Machine Co-adaption Interface via Cooperation Markov Decision Process System0
Hybrid RAG-empowered Multi-modal LLM for Secure Data Management in Internet of Medical Things: A Diffusion-based Contract Approach0
Hyperspace Neighbor Penetration Approach to Dynamic Programming for Model-Based Reinforcement Learning Problems with Slowly Changing Variables in A Continuous State Space0
Identifying Ordinary Differential Equations for Data-efficient Model-based Reinforcement Learning0
Image Transformation Sequence Retrieval with General Reinforcement Learning0
Imaginary Hindsight Experience Replay: Curious Model-based Learning for Sparse Reward Tasks0
Imagine-2-Drive: Leveraging High-Fidelity World Models via Multi-Modal Diffusion Policies0
Imagined Value Gradients: Model-Based Policy Optimization with Transferable Latent Dynamics Models0
Spiking World Model with Multi-Compartment Neurons for Model-based Reinforcement Learning0
Improving Exploration of Deep Reinforcement Learning using Planning for Policy Search0
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