A unified uncertainty-aware exploration: Combining epistemic and aleatory uncertainty

Parvin Malekzadeh, Ming Hou, Konstantinos N. Plataniotis

Exploration is a significant challenge in practical reinforcement learning (RL), and uncertainty-aware exploration that incorporates the quantification of epistemic and aleatory un…