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Model-based Reinforcement Learning

Papers

Showing 251275 of 708 papers

TitleStatusHype
Curious iLQR: Resolving Uncertainty in Model-based RL0
Relational Object-Centric Actor-Critic0
Imagined Value Gradients: Model-Based Policy Optimization with Transferable Latent Dynamics Models0
Spiking World Model with Multi-Compartment Neurons for Model-based Reinforcement Learning0
Critic PI2: Master Continuous Planning via Policy Improvement with Path Integrals and Deep Actor-Critic Reinforcement Learning0
Automating Vehicles by Deep Reinforcement Learning using Task Separation with Hill Climbing0
Gradient-Aware Model-based Policy Search0
Goal-Space Planning with Subgoal Models0
Graph Neural Networks with Model-based Reinforcement Learning for Multi-agent Systems0
Counterfactual Regularization for Model-Based Reinforcement Learning0
Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar0
A Model-Based Reinforcement Learning Approach for PID Design0
GLAM: Global-Local Variation Awareness in Mamba-based World Model0
Generative Temporal Models with Spatial Memory for Partially Observed Environments0
Generative AI for Lyapunov Optimization Theory in UAV-based Low-Altitude Economy Networking0
GEM: Group Enhanced Model for Learning Dynamical Control Systems0
Gaze Into the Abyss -- Planning to Seek Entropy When Reward is Scarce0
COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL0
Model-based Reinforcement Learning for Decentralized Multiagent Rendezvous0
A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task0
A Contraction Approach to Model-based Reinforcement Learning0
Fully Decentralized Model-based Policy Optimization with Networked Agents0
From Pixels to Torques: Policy Learning with Deep Dynamical Models0
Frequency-based Search-control in Dyna0
Free Will Belief as a consequence of Model-based Reinforcement Learning0
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