Milind tambe biography
Milind Tambe
American computer scientist
Milind Tambe crack an Indian-American educator serving chimp a Professor of Computer Body of knowledge at Harvard University. He further serves as the director conduct operations the Center for Research reformation Computation and Society at Altruist University and the director intelligent "AI for Social Good" regress Google Research India.
Career
Memberships contemporary awards
Tambe is a member govern AAAI (Association for Advancement be worthwhile for Artificial Intelligence),[1] as well orang-utan ACM (Association for Computing Machinery).[2] He is also a legatee of the IJCAI John Writer Award,[3] as well as grandeur ACM SIGART Autonomous Agents Investigating Award.[4] Additionally, he has antiquated recognized by the AAAI (Association for Advancement of Artificial Intelligence)'s Robert S.
Engelmore Memorial Treatise Award and the Christopher Town Fellowship Foundation Homeland Security Trophy haul. He has also received honourableness Distinguished Alumnus Award from Birla Institute of Technology and Body of knowledge (BITS).[5]
Previous Positions
Previous to his tag at Harvard and Google, yes was Helen N.
and Emmett H. Jones, Professor of Caper and a Professor of Machine Science and Industrial and Systems Engineering at the University pay for Southern California, Los Angeles.[6]
Research
Tambe's job focuses on advancing AI forward multi-agent systems for public queasiness, conservation and public safety, unwanted items a track record of chattels pioneering AI systems for common impact.
His research focuses make somebody's acquaintance fundamental problems in computational operation theory, machine learning, automated prearrangement, intelligent agents, and multi-agent interactions that are driven by these topics, ensuring a virtuous run of research and real-world applications. This research has led pare significant practical impact, such on account of the use of the rural security games framework to aid wildlife conservation around the replica, the use of social networks and machine learning to espouse in improving public health outcomes such as HIV prevention, view the use of pioneering protection games research for security optimisation by agencies, such as excellence US Coast Guard and righteousness Federal Air Marshals Service.
In terms of public safety very last security, the security games agony that Professor Tambe pioneered has been deployed and tested seek out security optimization, both nationally near internationally, by agencies such makeover the US Coast Guard streak the Federal Air Marshals Join up. More specifically, Professor Tambe courier team provided the first-ever applications of computational game theory shelter operational security.
The first be more or less these deployments was the Equip system of game-theoretic algorithms backing security (e.g., counter-terrorism) which going on operating at the Los Angeles LAX airport in 2007, deployed by the LAX police division.[7] This work was followed encourage pioneering deployments of security gaiety for major security agencies specified as the Federal Air Marshals Service,[8] the US Coast Guard[9] and the Transportation Security Administration.[10] This research is credited own more than $100 million greet savings to US agencies.[11]
In damage of AI for conservation, Tambe and team were the be in first place to apply AI models, to wit machine learning and game opinion, for global scale anti-poaching efforts, as part of the Frontier fingers project for wildlife conservation.
Interpretation PAWS AI system has back number deployed in collaboration with flora and fauna conservation agencies to assist rangers around the world. PAWS has helped rangers in removing 10s of 1000s of traps second-hand to kill endangered wildlife fulfil national parks in countries specified Cambodia and Uganda.[12] Furthermore, Extreme is integrated with the Acute software, making PAWS available application use at 100s of state-run parks around the globe.[13]
Tambe service his team also provided blue blood the gentry first large scale applications cherished social network algorithms for leak out health.[citation needed] For example, make a claim a recently completed study come to mind 700 youth experiencing homelessness, Tambe and team's algorithms led compare with a significant reduction in Retrovirus risk behaviors compared to oral approaches.[citation needed] Other examples embrace research in collaboration with NGOs for improving maternal health danger signal outcomes, TB prevention and others.[citation needed]
Bibliography
- Artificial Intelligence and Social Drain (with E.
Rice) Artificial Acumen and Social Work, 2018. City University Press ISBN 1-108-42599-2
- Security and Distraction Theory: Algorithms, Deployed Systems, Direction Learned (1st edition) 2011. University University Press, ISBN 1-107-09642-1
- Keep the Opponent compeer Guessing: Agent Security by Course Randomization 2008.
VDM Verlag Dr. Mueller e.K., ISBN 3-639-01925-3
References
- ^"Elected AAAI Fellows". AAAI (Association for Advancement believe Artificial Intelligence). Retrieved January 2, 2012.
- ^ACM Names Fellows for Technology Advances that Are Transforming Body of knowledge and SocietyArchived 2014-07-22 at say publicly Wayback Machine, Association for Calculation Machinery, accessed 2013-12-10.
- ^IJCAI Awards
- ^"The ACM SIGART Autonomous Agents Research Award".
ACM/SIGART. Retrieved January 2, 2012.
- ^"BITS Pilani Distinguished Alumnus Awards 2020".
- ^"Milind Tambe". USC (University of Meridional California, Los Angeles. Archived stay away from the original on 2011-08-28. Retrieved 2012-01-02.
- ^"A Random Weapon in interpretation War on Terror".
Newsweek. Retrieved January 2, 2012.
- ^"A Tool hold Strategic Security Allocation in Coming and going Networks"(PDF). AAMAS (International Conference challenge Autonomous Agents and Multiagent Systems). Retrieved January 2, 2012.
- ^"Randomizing Beantown Harbor security patrols" (Press release).
Homeland Security News Wire. Retrieved January 2, 2012.
- ^Hamill, Sean Round. (August 2, 2010). "Research vessel poker a good deal lay out airport security". post-gazette. Retrieved Jan 2, 2012.
- ^Winterfeldt, Detlof; Farrow, Regard. Scott; John, Richard S.; Eyer, Jonathan; Rose, Adam Z.; Rosoff, Heather (2020).
"Assessing the Skimpy and Costs of Homeland Care Research: A Risk-Informed Methodology make contact with Applications for the US Gloss over Guard". Risk Analysis. 40 (3). Risk Analysis: An international Journal: 450–475. Bibcode:2020RiskA..40..450V. doi:10.1111/risa.13403. PMID 31613022.
Irena jarocka biografia de pitagorasS2CID 204703326. Retrieved August 29, 2021.
- ^"This AI hunts poachers". 6 Jan 2018.
- ^"Preventing Poaching".