PoPS: Policy Pruning and Shrinking for Deep Reinforcement Learning

Dor Livne, Kobi Cohen

The recent success of deep neural networks (DNNs) for function approximation in reinforcement learning has triggered the development of Deep Reinforcement Learning (DRL) algorithms…