Time-Inconsistent MDPs with Entropy Regularization: Equilibrium Existence and Policy Iteration

Fengyuan Cao, Zhenhua Wang

We study infinite-horizon time-inconsistent Markov decision processes with a countably infinite state space and unbounded reward functions. The reward is allowed to depend explicit…