About Us

GTML Lab, an initiative by the visionary Dr Shweta Jain, stands as a pioneering initiative at the crossroads of Game Theory and Machine Learning. Our unwavering dedication revolves around harnessing the synergies between game theory and artificial intelligence, with the ultimate aim of tackling real-world issues. Our mission is to unlock the realms of machine learning, algorithmic game theory, and their pragmatic applications. Through strategic collaborations with esteemed global organizations and collaborators, we actively strive to effect substantial change in vital sectors such as healthcare, finance, and beyond. We invite you to embark on this journey with us, as we collectively shape the future of decision-making and problem-solving. Join us in forging a path toward a brighter and more innovative world.


Recent News

  • Dr. Shweta Jain got gold reviewer award from ICML2026 .
  • Anuj Kumar Mittal has been awarded the prestigious IndiaAI Fellowship.
  • Subham Pokhriyal received the Google Travel Grant and AAMAS Fellowship to attend AAMAS 2025 for presenting the paper titled Anytime Fairness Guarantees in Stochastic Combinatorial MABs: A Novel Learning Framework.
  • Shivam Gupta (Advised by Dr. Shweta Jain) has successfully defended his Ph.D. thesis. Congratulations Dr. Gupta!
  • Greeshma Panathale has been selected for the prestigious ACM India Anveshan Setu Fellowship, among just 50 Ph.D. students chosen from across the country. Congratulations Greeshma!
  • Dr. Shweta Jain has received the Google India Research Award 2024 for her project on Fair Allocation of Resources via Multi-armed Bandit Algorithms, in collaboration with Prof. Nandyala Hemachandra.
  • Paper titled Anytime Fairness Guarantees in Stochastic Combinatorial MABs: A Novel Learning Framework by Subham Pokhriyal, Shweta Jain, Ganesh Ghalme, and Vaneet Aggarwal has been accepted as a full paper in AAMAS 2025.
  • Paper titled FLIGHT: Facility Location Integrating Generalized, Holistic Theory of Welfare by Avyukta Manjunatha Vummintala, Shivam Gupta, Shweta Jain, and Sujit Gujar has been accepted as a full paper in AAMAS 2025.
  • Paper titled Fair Assignment on Multi-Stage Graphs by Vibulan J, Swapnil Dhamal, Shweta Jain, Ojassvi Kumar, Aman Kumar, and Harpreet Singh has been accepted as an extended abstract in AAMAS 2025.

Achievements

🏅 Sports Achievements

  • Napendra Singh Rajput secured a Silver Medal in Weightlifting at SANGRAM, IIT Roorkee.
  • Napendra Singh Rajput won a Bronze Medal in Weightlifting (Open Category) at Inter IIT 2025.
  • Raman Kumar won a Silver Medal in Cricket at Ranneeti 2025, IIT Mandi.
  • Subham Pokhriyal secured 2nd position in the 11KM Unity Run Marathon at IIT Ropar.
  • Napendra Singh Rajput also secured a Silver Medal in Weightlifting at AAROHAN 2026, IIT Ropar.
  • Mudit Sharma won a Bronze Medal in Basketball at AAROHAN 2026, IIT Ropar.
  • Raman Kumar won a Bronze Medal in Cricket at AAROHAN 2026, IIT Ropar.

✨ Academic & Research Achievements

  • Subham Pokhriyal and Shradha Sharma have been selected for ACM ARCS 2025 at IIT Hyderabad.
  • Shradha Sharma received the Best Poster Presentation Skill Award at SYNTACS for her work on Fairness in Budgeted Combinatorial Multi-Armed Bandits.
  • She also secured the Best Poster Consolation Award (Lightning Talk) for the same work.
  • Subham Pokhriyal received the Best Poster Technical Depth Award at SYNTACS.