Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation

Wooseong Cho, Taehyun Hwang, Joongkyu Lee +1

We study reinforcement learning with multinomial logistic (MNL) function approximation where the underlying transition probability kernel of the Markov decision processes (MDPs) is…