Stefano Albrecht
Postdoctoral Alumni
My research interests are in the broad area of autonomous agents and multi-agent systems, with a focus on sequential decision making under uncertainty. The long-term goal of my research is to create intelligent agents that can interact effectively with other agents whose behaviours are initially unknown. This involves a number of challenging problems, such as efficient learning and adaptation in the presence of uncertainty as well as robustness with respect to violations of prior beliefs. The short video on the right describes some of my work toward this goal. For more details, please take a look at my publications below.
A Survey of Ad Hoc Teamwork Research 2022
Reuth Mirsky, Ignacio Carlucho, Arrasy Rahman, Eliott Fosong, William Macke, Mohan Sridharan, Peter Stone, and Stefano Albrecht, In The 19th European Conference on Multi-Agent Systems (EUMAS), Dusseldorf, Germany, September 2022.
Autonomous Agents Modelling Other Agents: A Comprehensive Survey and Open Problems 2018
Stefano Albrecht and Peter Stone, Artificial Intelligence, Vol. 258 (2018), pp. 66--95. Elsevier.
Reasoning about Hypothetical Agent Behaviours and their Parameters 2017
Stefano Albrecht and Peter Stone, In Proceedings of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS-17), Sao Paulo, Brazil, May 2017.
Special Issue on Multiagent Interaction without Prior Coordination: Guest Editorial 2016
Stefano Albrecht, Somchaya Liemhetcharat, and Peter Stone, Autonomous Agents and Multi-Agent Systems (2016).
Formerly affiliated with Learning Agents