Discounted rewards

Discounted rewards

Discounted rewards is a way to evaluate a Markov decision process with infinite steps. Let for be a sequence of rewards for this decision process. Let be some constant. Then we set the value of these choices as

If all are bounded by some constant then we have and this is finite.