Policy Abstraction and Nash Refinement in Tree-Exploiting PSRO
C Konicki, M Chakraborty, and MP Wellman
24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), May 2025. Forthcoming.
Abstract
Policy Space Response Oracles (PSRO) interleaves empirical game-theoretic analysis…
Measuring cooperation among competing AI algorithms
Researchers
Principal Investigator
Michael Wellman
Co-Principal Investigator
Mithun Chakraborty
Student
Chris Mascioli
This project is funded by the Cooperative AI Foundation (CAIF).
Project Summary
The rapid development…
Fraud Risk Mitigation in Real-Time Payments: A Strategic Agent-Based Analysis
K Mayo, N Grabill, and MP Wellman
33rd International Joint Conference on Artificial Intelligence (IJCAI), pages 157-165, August 2024.
Abstract
Whereas standard financial mechanisms for payment may take days to finalize, real-time payments…
Analysis and Applications of Multi-Level Games
Researchers
Principal Investigator
Mithun Chakraborty
Student
Christine Konicki
This project is funded by the National Science Foundation (NSF CRII Award #2153184).
Project Summary
The project aims to adapt the Empirical Game-Theoretic…
An Agent-Based Model of Strategic Adoption of Real-Time Payments
K Mayo, S Fozdar, and MP Wellman
2nd ACM International Conference on AI in Finance (ICAIF), Article No.: 45, pages 1–9, November 2021.
Abstract
Real-time payments (RTPs) allow consumers to receive funds before the completion of payment…
SRG receives grant from Center on Long-Term Risk
SRG recently obtained funding from the Center on Long-term Risk, the research wing of the Effective Altruism Foundation, for a project titled "An Empirical Game-Theoretic Approach to Bargaining Problems" (see project page for further detail…
A Strategic Analysis of Portfolio Compression
K Mayo and MP Wellman
2nd ACM International Conference on AI in Finance (ICAIF), Article No.: 20, pages 1–8, November 2021.
Extended abstract appeared in 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS),…
Multiagent Modeling of the Financial Payments System
Researchers
Principal Investigators
Michael Wellman (Computer Science & Engineering)
Michael S. Barr (Public Policy, Law)
Uday Rajan (Finance)
Gabriel Rauterberg (Law)
Students
Katherine Mayo
Shaily Fozdar
This…