Deep Reinforcement Learning of Transition States

Jun Zhang, Yao-Kun Lei, Zhen Zhang +5

Combining reinforcement learning (RL) and molecular dynamics (MD) simulations, we propose a machine-learning approach (RL${}^{‡}$) to automatically unravel chemical reaction mechanisms…