Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction

Vishal Jain, William Fedus, Hugo Larochelle +2

Text-based games are a natural challenge domain for deep reinforcement learning algorithms. Their state and action spaces are combinatorially large, their reward function is sparse…