Umbrella Reinforcement Learning -- computationally efficient tool for hard non-linear problems

Egor E. Nuzhin, Nikolai V. Brilliantov

We report a novel, computationally efficient approach for solving hard nonlinear problems of reinforcement learning (RL). Here we combine umbrella sampling, from computational phys…