Primal-Dual Representation Learning for Low-Rank Constrained MDPs

Chenhao Zhou, Chao Zhang, Wensong Bai +2

Representation learning has substantially improved the efficiency of unconstrained continuous-state Markov Decision Processes (MDPs), but its extension to Constrained MDPs (CMDPs)…