Automatic Complexity Reduction in Reinforcement Learning

Chung-Cheng Chiu, Von-Wun Soo

Abstract: High dimensionality of state representation is a major limitation for scale‐up in reinforcement learning (RL). This work derives the knowledge of complexity reduction from partial solutions and provi...