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Model-based Reinforcement Learning

Papers

Showing 151200 of 708 papers

TitleStatusHype
Continual Model-based Reinforcement Learning for Data Efficient Wireless Network Optimisation0
GLAM: Global-Local Variation Awareness in Mamba-based World Model0
Graph Neural Networks with Model-based Reinforcement Learning for Multi-agent Systems0
Gradient-Aware Model-based Policy Search0
A Survey on Model-based Reinforcement Learning0
Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning0
Concept-modulated model-based offline reinforcement learning for rapid generalization0
Assessing Policy, Loss and Planning Combinations in Reinforcement Learning using a New Modular Architecture0
A Game Theoretic Perspective on Model-Based Reinforcement Learning0
Approximating Fixpoints of Approximated Functions0
A Spiking Neural Network Learning Markov Chain0
Active Learning for Nonlinear System Identification with Guarantees0
Error Bounds of Imitating Policies and Environments0
Equivalence Between Wasserstein and Value-Aware Loss for Model-based Reinforcement Learning0
Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning0
Generative AI for Lyapunov Optimization Theory in UAV-based Low-Altitude Economy Networking0
Generative Temporal Models with Spatial Memory for Partially Observed Environments0
Relational Object-Centric Actor-Critic0
Hyperspace Neighbor Penetration Approach to Dynamic Programming for Model-Based Reinforcement Learning Problems with Slowly Changing Variables in A Continuous State Space0
A Sharp Analysis of Model-based Reinforcement Learning with Self-Play0
Combating the Compounding-Error Problem with a Multi-step Model0
A Game Theoretic Framework for Model Based Reinforcement Learning0
CoLaNET -- A Spiking Neural Network with Columnar Layered Architecture for Classification0
Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling0
Safe Model-Based Reinforcement Learning for Systems with Parametric Uncertainties0
Fully Decentralized Model-based Policy Optimization with Networked Agents0
Efficient model-based reinforcement learning for approximate online optimal0
Chance-Constrained Trajectory Optimization for Non-linear Systems with Unknown Stochastic Dynamics0
Efficient Model-Based Multi-Agent Mean-Field Reinforcement Learning0
Efficient Learning and Planning with Compressed Predictive States0
A Reduced Order Iterative Linear Quadratic Regulator (ILQR) Technique for the Optimal Control of Nonlinear Partial Differential Equations0
Efficient Exploration in Continuous-time Model-based Reinforcement Learning0
Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search0
Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions0
Emergence and Causality in Complex Systems: A Survey on Causal Emergence and Related Quantitative Studies0
Enhancing Analogical Reasoning in the Abstraction and Reasoning Corpus via Model-Based RL0
Enhancing Offline Model-Based RL via Active Model Selection: A Bayesian Optimization Perspective0
Enhancing Traffic Signal Control through Model-based Reinforcement Learning and Policy Reuse0
Combining Off and On-Policy Training in Model-Based Reinforcement Learning0
Entropy-regularized Gradient Estimators for Approximate Bayesian Inference0
Active Learning for Control-Oriented Identification of Nonlinear Systems0
Equivariant MuZero0
From Pixels to Torques: Policy Learning with Deep Dynamical Models0
EVaDE : Event-Based Variational Thompson Sampling for Model-Based Reinforcement Learning0
Gaze Into the Abyss -- Planning to Seek Entropy When Reward is Scarce0
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
EDGI: Equivariant Diffusion for Planning with Embodied Agents0
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