A general Markov decision process formalism for action-state entropy-regularized reward maximization

Dmytro Grytskyy, Jorge Ramírez-Ruiz, Rubén Moreno-Bote

Previous work has separately addressed different forms of action, state and action-state entropy regularization, pure exploration and space occupation. These problems have become e…