Recurrent networks, hidden states and beliefs in partially observable environments

Gaspard Lambrechts, Adrien Bolland, Damien Ernst

Reinforcement learning aims to learn optimal policies from interaction with environments whose dynamics are unknown. Many methods rely on the approximation of a value function to d…