4 citations · 6 across the 8 of their papers we have counts for
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cs.AI2023
Responsible Emergent Multi-Agent Behavior
Niko A. Grupen
Responsible AI has risen to the forefront of the AI research community. As neural network-based learning algorithms continue to permeate real-world applications, the field of Respo…
cs.AI2023
Policy-Value Alignment and Robustness in Search-based Multi-Agent Learning
Niko A. Grupen, Michael Hanlon, Alexis Hao +2
Large-scale AI systems that combine search and learning have reached super-human levels of performance in game-playing, but have also been shown to fail in surprising ways. The bri…
cs.AI2021
Cooperative Multi-Agent Fairness and Equivariant Policies
Niko A. Grupen, Bart Selman, Daniel D. Lee
We study fairness through the lens of cooperative multi-agent learning. Our work is motivated by empirical evidence that naive maximization of team reward yields unfair outcomes fo…