no code implementations • 2 Nov 2023 • Niko A. Grupen
Responsible AI has risen to the forefront of the AI research community.
no code implementations • 27 Jan 2023 • Niko A. Grupen, Michael Hanlon, Alexis Hao, Daniel D. Lee, Bart Selman
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.
no code implementations • 12 Aug 2022 • Benjamin Laufer, Niko A. Grupen
Crowdsourcing technologies rely on groups of people to input information that may be critical for decision-making.
no code implementations • 21 Jun 2021 • Niko A. Grupen, Daniel D. Lee, Bart Selman
We show that pursuers trained with our strategy exchange more than twice as much information (in bits) than baseline methods, indicating that our method has learned, and relies heavily on, the exchange of implicit signals.
no code implementations • 10 Jun 2021 • Niko A. Grupen, Bart Selman, Daniel D. Lee
We study fairness through the lens of cooperative multi-agent learning.
no code implementations • 30 Nov 2020 • Niko A. Grupen, Daniel D. Lee, Bart Selman
In this work, we study emergent communication through the lens of cooperative multi-agent behavior in nature.
Multi-agent Reinforcement Learning reinforcement-learning +1