Entropy-Aware Model Initialization for Effective Exploration in Deep Reinforcement Learning

Sooyoung Jang, Hyung-Il Kim

Encouraging exploration is a critical issue in deep reinforcement learning. We investigate the effect of initial entropy that significantly influences the exploration, especially a…