"continuous-time control" Papers

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A Differential and Pointwise Control Approach to Reinforcement Learning

Minh Nguyen, Chandrajit Bajaj

NEURIPS 2025arXiv:2404.15617
1
citations

Continuous Q-Score Matching: Diffusion Guided Reinforcement Learning for Continuous-Time Control

Chengxiu HUA, Jiawen Gu, Yushun Tang

NEURIPS 2025arXiv:2510.17122

Deep learning for continuous-time stochastic control with jumps

Patrick Cheridito, Jean-Loup Dupret, Donatien Hainaut

NEURIPS 2025arXiv:2505.15602
3
citations