Integrating anticipatory classifier systems with OpenAI Gym

Abstract

This paper explains the process of integrating ACS2 algorithm with the standardised framework for comparing reinforcement learning tasks - OpenAI Gym. The new Python library is introduced alongside with standard environments derived from LCS literature. Typical use cases enabling quick evaluation of dierent research problems are described.