Prashant Trivedi

I am an ML Scientist at One Network Enterprises. I have completed my Ph.D. in Industrial Engineeting and Operations Research from Indian Institute of Technology Bombay (IIT Bombay) under the expert supervision of Prof. N. Hemachandra and Prof. J. Venkateswaran.

My research interests primarily lie in developing and analyzing efficient and practical algorithms for multi-agent decision making settings by exploiting the underlying problem structures. My recent research has focused on multi-agent reinforcement learning and decision making with special emphasis on learning in non-Euclidean setting, learning with the networked agents, differntial privacy in multi-agent reinforcement learning, and learning the stable partitions of the hedonic games.

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Research
"Basically, I'm not interested in doing research and I never have been... I'm interested in understanding, which is quite a different thing. And often to understand something you have to work it out yourself because no one else has done it." — David Blackwell
Preprints
Journal Publications
Peer Reviewed Conferences
Paper and Poster Presentations
Talks
Internships/Workshops/Summer Schools

  • Attended and presented a poster at Online Asian Machine Learning School (OAMLS) 2022 from Dec 8-10,and Dec 15-16, 2022
  • Attended Online Asian Machine Learning School (OAMLS) 2021, from November 8-19, 2021
  • Participated in the program Advance in Applied Probability II (Online) conducted by ICTS Bangalore from Jan 04 to Jan 08, 2021
  • Research intern at IBM, Banglore from May 27 to August 24, 2020
  • Attended The Indo-French Center for Applied Mathematics (IFCAM) summer school on Mathematics for Data Science at IISC, Bangalore from July 15-27, 2019.
  • Attended Game theory GURUKULAM 2017 and 2018 conducted by Prof. TES Raghavan (Emeritus Professor Department of Mathematics, Statistics, and Computer Science University of Illinois at Chicago) at his village Pulavanur, Panruti Chennai.
Academic Services

  • Reviewer of AISTATS 2023 and 2024.
  • Volunteer at 51st Annual Convention of the Operations Research Society of India (ORSI) and International Conference on Emerging Trends in Operations Research and Management Science (OR/MS) held at IIT Bombay.

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Last updated on: November 30, 2023.