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cs.LG2023
Piecewise-Stationary Combinatorial Semi-Bandit with Causally Related Rewards
Behzad Nourani-Koliji, Steven Bilaj, Amir Rezaei Balef +1
We study the piecewise stationary combinatorial semi-bandit problem with causally related rewards. In our nonstationary environment, variations in the base arms' distributions, cau…
cs.LG2023
Piecewise-Stationary Multi-Objective Multi-Armed Bandit with Application to Joint Communications and Sensing
Amir Rezaei Balef, Setareh Maghsudi
We study a multi-objective multi-armed bandit problem in a dynamic environment. The problem portrays a decision-maker that sequentially selects an arm from a given set. If selected…