Solving Continual Combinatorial Selection via Deep Reinforcement Learning

Hyungseok Song, Hyeryung Jang, Hai H. Tran +5

We consider the Markov Decision Process (MDP) of selecting a subset of items at each step, termed the Select-MDP (S-MDP). The large state and action spaces of S-MDPs make them intr…