Is Pure Exploitation Sufficient in Exogenous MDPs with Linear Function Approximation?

Hao Liang, Jiayu Cheng, Sean R. Sinclair +1

Exogenous MDPs (Exo-MDPs) capture sequential decision-making where uncertainty comes solely from exogenous inputs that evolve independently of the learner's actions. This structure…