State-Separated SARSA: A Practical Sequential Decision-Making Algorithm with Recovering Rewards

Yuto Tanimoto, Kenji Fukumizu

While many multi-armed bandit algorithms assume that rewards for all arms are constant across rounds, this assumption does not hold in many real-world scenarios. This paper conside…