Learning to Prune Deep Neural Networks via Reinforcement Learning

Manas Gupta, Siddharth Aravindan, Aleksandra Kalisz +2

This paper proposes PuRL - a deep reinforcement learning (RL) based algorithm for pruning neural networks. Unlike current RL based model compression approaches where feedback is gi…