Tsallis Entropy Regularization for Linear Quadratic Regulator and Kullback-Leibler Control

Yota Hashizume, Koshi Oishi, Kenji Kashima +1

Shannon entropy regularization is widely adopted in optimal control due to its ability to promote exploration and enhance robustness, e.g., maximum entropy reinforcement learning k…