Non-stationary Bandits with Habituation and Recovery Dynamics and Knapsack Constraints

Qinyang He, Yonatan Mintz

Multi-armed bandit models have proven to be useful in modeling many real world problems in the areas of control and sequential decision making with partial information. However, in…