Reinforcement learning with an expectile-based objective

Sumedh Gupte, Shrey Rakeshkumar Patel, Soumen Pachal +2

We consider the policy evaluation and control in a finite horizon reinforcement learning (RL) setting under an expectile-based objective. First, we derive the mean-squared error (M…