Collaborative Intelligence in Sequential Experiments: A Human-in-the-Loop Framework for Drug Discovery

no code implementations • 7 May 2024 • Jinghai He, Cheng Hua, Yingfei Wang, Zeyu Zheng

Drug discovery is a complex process that involves sequentially screening and examining a vast array of molecules to identify those with the target properties.

Decision Making Drug Discovery

Optimal Dispatch in Emergency Service System via Reinforcement Learning

no code implementations • 15 Oct 2020 • Cheng Hua, Tauhid Zaman

In this paper, we model the ambulance dispatch problem as an average-cost Markov decision process and present a policy iteration approach to find an optimal dispatch policy.

reinforcement-learning Reinforcement Learning (RL)