277 citations · 281 across the 4 of their papers we have counts for
4 papers
Hidden Agenda: a Social Deduction Game with Diverse Learned Equilibria
Kavya Kopparapu, Edgar A. Duéñez-Guzmán, Jayd Matyas +7
A key challenge in the study of multiagent cooperation is the need for individual agents not only to cooperate effectively, but to decide with whom to cooperate. This is particular…
Multi-agent Reinforcement Learning in Sequential Social Dilemmas
Joel Z. Leibo, Vinicius Zambaldi, Marc Lanctot +2
Matrix games like Prisoner's Dilemma have guided research on social dilemmas for decades. However, they necessarily treat the choice to cooperate or defect as an atomic action. In…
Solution Methods for Constrained Markov Decision Process with Continuous Probability Modulation
Marek Petrik, Dharmashankar Subramanian, Janusz Marecki
We propose solution methods for previously-unsolved constrained MDPs in which actions can continuously modify the transition probabilities within some acceptable sets. While many m…
ALARMS: Alerting and Reasoning Management System for Next Generation Aircraft Hazards
Alan S. Carlin, Nathan Schurr, Janusz Marecki
The Next Generation Air Transportation System will introduce new, advanced sensor technologies into the cockpit. With the introduction of such systems, the responsibilities of the…