Neural Co-state Policies: Structuring Hidden States in Recurrent Reinforcement Learning

David Leeftink, Max Hinne, Marcel van Gerven

A key capability of intelligent agents is operating under partial observability: reasoning and acting effectively despite missing or incomplete state observations. While recurrent…