Optimal strategies in Markov decision processes with finitely additive evaluations
This paper demonstrates that while pure optimal strategies exist in infinite-horizon Markov decision processes with finite state and action spaces under diffuse charges satisfying the time value of money principle, optimal strategies (neither pure nor randomized) may fail to exist entirely if the aggregation charge is constructed without such assumptions.