The goal programming (GP) is a well-known approach applied to multi-criteria decision making (M-DM). It has been used … analogies between M-DM under certainty and scenario-based one-criterion decision making under uncertainty (1-DMU) have not been … hybrids for 1-DMU are formulated. They differ from each other in terms of the type of the decision maker considered (pessimist …

We study structured multi-armed bandits, which is the problem of online decision-making under uncertainty in the … presence of structural information. In this problem, the decision-maker needs to discover the best course of action despite … observing only uncertain rewards over time. The decision-maker is aware of certain structural information regarding the reward …

infinitely repeated prisoner's dilemma. We run a sequence of computational experiments, accompanied by additional repeated …