Tsallis Entropy Regularization for Linearly Solvable MDP and Linear Quadratic Regulator

Yota Hashizume, Koshi Oishi, Kenji Kashima

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…