Data-Driven Contract Design for Multi-Agent Systems with Collusion Detection

no code implementations • 6 May 2021 • Nayara Aguiar, Parv Venkitasubramaniam, Vijay Gupta

For a duopoly in which agents are coupled in their payments, we show that if the principal and the agents interact finitely many times, the agents can derive rent by colluding even if the principal knows the types of the agents.

Data-Driven Incident Detection in Power Distribution Systems

no code implementations • 25 Feb 2021 • Nayara Aguiar, Vijay Gupta, Rodrigo D. Trevizan, Babu R. Chalamala, Raymond H. Byrne

In a power distribution network with energy storage systems (ESS) and advanced controls, traditional monitoring and protection schemes are not well suited for detecting anomalies such as malfunction of controllable devices.

Data Augmentation