Deep reinforcement learning for weakly coupled MDP's with continuous actions

Francisco Robledo, Urtzi Ayesta, Konstantin Avrachenkov

This paper introduces the Lagrange Policy for Continuous Actions (LPCA), a reinforcement learning algorithm specifically designed for weakly coupled MDP problems with continuous ac…