M Aleksandrov, T Walsh - Proceedings of the AAAI Conference on …, 2020 - ojs.aaai.org
We survey a burgeoning and promising new research area that considers the online nature of many practical fair division problems. We identify wide variety of such online fair division …
We consider the problem of dividing limited resources between a set of agents arriving sequentially with unknown (stochastic) utilities. Our goal is to find a fair allocation-one that is …
We consider a practically motivated variant of the canonical online fair allocation problem: a decision-maker has a budget of resources to allocate over a fixed number of rounds. Each …
Sequential decision-making algorithms are ubiquitous in the design and optimization of large-scale systems due to their practical impact. The typical algorithmic paradigm ignores …
Combinatorial problems are notoriously hard decision-making problems to solve and appear in many fields and industries. Examples include vehicle routing in logistics …