Contextual Exploration Using a Linear Approximation Method Based on Satisficing

Akane Minami, Yu Kono, Tatsuji Takahashi

Deep reinforcement learning has enabled human-level or even super-human performance in various types of games. However, the amount of exploration required for learning is often qui…