Trust management
We are developing robust trust mechanisms that allow agents to benefit from cooperation opportunities in its environment while effectively mitigating exploitation by malevolent agents. We propose a comprehensive trust management module as an integral component of intelligent agent architectures and investigate various strategic trust development and use mechanisms in multiple scenarios.
Publications From This Project
Yuan Liu, Jie Zhang, Bo An, & S. Sen, "A Simulation Framework for Measuring Robustness of Incentive Mechanisms and Its Implementation in Reputation Systems'' in Journal of Autonomous Agents and Multi-Agent Systems (JAAMAS), volume 30, number 4, pages 581-600.
Sandip Sen, Anton Ridgway, and Michael Ripley, "Adaptive Budgeted Bandit Algorithms for Trust Development in a Supply Chain" in the Proceedings of the 14th International Joint Conference on Autonomous Agents & Multi Agent Systems , to be held in Istanbul, Turkey between May 4-8, 2015.
Sandip Sen, "A comprehensive approach to trust management." in Proceedings of the Twelfth International Conference on Autonomous Agents and Multiagent Systems, pages 797-800, St. Paul, USA, 2013.