A Subgame Perfect Equilibrium Reinforcement Learning Approach to Time-inconsistent Problems

Nixie S. Lesmana, Chi Seng Pun

In this paper, we establish a subgame perfect equilibrium reinforcement learning (SPERL) framework for time-inconsistent (TIC) problems. In the context of RL, TIC problems are know…