AI for Social Good: Learning and Planning in the End-to-End, Data-to-Deployment Pipeline (Distinguished Lecture)
Prof. Milind Tambe,
University of Southern California –
With the maturing of AI and multiagent systems research, we have a tremendous opportunity to direct these advances towards addressing complex societal problems. I will focus on the problems of public safety and security, wildlife conservation and public health in low-resource communities, and present research advances in multiagent systems to address one key cross-cutting challenge: how to strategically deploy our limited intervention resources in these problem domains. I will discuss the importance of conducting this research via building the full data to field deployment end-to-end pipeline rather than just building machine learning or planning components in isolation. Results from our deployments from around the world show concrete improvements over the state of the art. In pushing this research agenda, we believe AI can indeed play an important role in fighting social injustice and improving society.
Milind Tambe is Helen N. and Emmett H. Jones Professor in Engineering at the University of Southern California(USC) and the Founding Co-Director of CAIS, the USC Center for Artificial Intelligence in Society, where his research focuses on advancing AI and multiagent systems research for Social Good. He is recipient of the IJCAI (International Joint Conference on AI) John McCarthy Award, ACM/SIGAI Autonomous Agents Research Award from AAMAS (Autonomous Agents and Multiagent Systems Conference), AAAI (Association for Advancement of Artificial Intelligence) Robert S Engelmore Memorial Lecture award, INFORMS Wagner prize, the Rist Prize of the Military Operations Research Society, the Christopher Columbus Fellowship Foundation Homeland security award, International Foundation for Agents and Multiagent Systems influential paper award; he is a fellow of AAAI and ACM. He has also received meritorious Commendation from the US Coast Guard and LA Airport Police, and Certificate of Appreciation from US Federal Air Marshals Service for pioneering real-world deployments of security games. Prof. Tambe has also co-founded a company based on his research, Avata Intelligence , where he serves as the director of research. Prof. Tambe received his Ph.D. from the School of Computer Science at Carnegie Mellon University.
Sandra Maria Lopes de Sá
Informática II, 0.19
INESC Brussels HUB Winter Meeting | JAN 25-26, 2024, in Porto
The INESC Winter Meeting, organized in collaboration with INESC Holding, is scheduled for January 25th and 26th, 2024, and it will be held in the city of Porto.
On January 25th, the primary goal is to bring together individuals from all five INESC institutes, fostering an environment that encourages networking, forging new connections, and collectively engaging in a forward-thinking exercise regarding the future of our research fields and the positioning of the INESC group within the European landscape.
There will be a welcome lunch, followed by an afternoon dedicated to collaboration, openness, and curiosity. The event will have a participatory approach, and will be guided by Dirk Stockmans, a highly experienced facilitator who has worked for the European Commission for the last 30 years.
Furthermore, all INESC researchers are invited to submit proposals for e-posters to be displayed at the Winter Meeting. Deadline for submissions is December 10 and more information is available here.
On January 26th, a senior administration and management committee will be held. Participants will be selected by each institute administration by invitation only.
If you would to take part on the 25th of January, please register here by November 30th.
The INESC Brussels HUB website will soon share more information about the venue and uptaded agenda.