Scalable Submodular Policy Optimization via Pruned Submodularity Graph

Aditi Anand, Suman Banerjee, Dildar Ali

In Reinforcement Learning (abbreviated as RL), an agent interacts with the environment via a set of possible actions, and a reward is generated from some unknown distribution. The…