Count-Based Exploration with Neural Density Models

Georg Ostrovski, Marc G. Bellemare, Aaron van den Oord +1

Bellemare et al. (2016) introduced the notion of a pseudo-count, derived from a density model, to generalize count-based exploration to non-tabular reinforcement learning. This pse…