Automatic feature identification in least-squares policy iteration using the Koopman operator framework

Christian Mugisho Zagabe, Sebastian Peitz

In this paper, we present a Koopman autoencoder-based least-squares policy iteration (KAE-LSPI) algorithm in reinforcement learning (RL). The KAE-LSPI algorithm is based on reformu…