Author

Kobra Rabiei

2 papers indexed here

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Preprint Oct 2026

Hamiltonian Primal-Dual Policy Reinforcement Learning for Derivative-Free Model-Based Control

The results show that forward simulation and Hamiltonian dual structure can be combined to solve deterministic finite-horizon control problems involving nonsmooth, learned, or black-box dynamics.

K. Rabiei, Z. Rui, X. Lu et al. · 0 citations

Review Open access Sep 2026

How AI Can Advance Mathematical Biology: Opportunities, Challenges, and Future Directions

Mathematical biology has long relied on mechanistic models, including ordinary and partial differential equations, stochastic systems, and agent-based models, to study biological processes across scales. These approaches remain central because they provide structure, interpretability, and biological insight. However, m...

K. Rabiei, G. Rempała, R. Laubenbacher et al. · Bulletin of Mathematical Bio... · 1 citation