Variance-Adaptive Optimal Algorithm for Reinforcement Learning with Multinomial Logit Function Approximation

Wonyoung Kim, Min-Hwan Oh, Garud Iyengar +1

Reinforcement learning with multinomial logistic (MNL) function approximation has become an important framework due to its flexibility and broad applicability. While existing studi…