Neural-to-Tree Policy Distillation with Policy Improvement Criterion

Zhao-Hua Li, Yang Yu, Yingfeng Chen +3

While deep reinforcement learning has achieved promising results in challenging decision-making tasks, the main bones of its success --- deep neural networks are mostly black-boxes…