"hamilton-jacobi-bellman equation" Papers

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Deep learning for continuous-time stochastic control with jumps

Patrick Cheridito, Jean-Loup Dupret, Donatien Hainaut

NEURIPS 2025arXiv:2505.15602
3
citations

Enhancing Value Function Estimation through First-Order State-Action Dynamics in Offline Reinforcement Learning

Yun-Hsuan Lien, Ping-Chun Hsieh, Tzu-Mao Li et al.

ICML 2024