Reinforcement Learning Generalization for Nonlinear Systems Through Dual-Scale Homogeneity Transformations

Abdel Gafoor Haddad, Igor Boiko, Yahya Zweiri

Reinforcement learning is an emerging approach to control dynamical systems for which classical approaches are difficult to apply. However, trained agents may not generalize agains…