Behzad Nourani-Koliji

Linear Combinatorial Semi-Bandit with Causally Related Rewards

In a sequential decision-making problem, having a structural dependency amongst the reward distributions associated with the arms makes it challenging to identify a subset of alternatives that guarantees the optimal collective outcome. Thus, besides individual actions' reward, learning the causal re…