Count-Based Methods

Reinforcement Learning (4): Exploration Strategies and Curiosity-Driven Learning

How do RL agents discover rewards when the environment gives almost no feedback? From count-based methods to ICM, RND, and NGU -- the science of curiosity-driven exploration.