Papers (α - β)

[Google Scholar]

Deep meta coordination graphs for multi-agent reinforcement learning
Nikunj Gupta, James Z Hare, Rajgopal Kannan, Viktor Prasanna
Under submission.
[PDF]

Hammer: Multi-level coordination of RL agents via learned messaging
Nikunj Gupta, GS Raghavan, Swarup Mohalik, Nishant Kumar, Matthew Taylor
Neural Computing and Applications 2023 (Impact factor: 6.0)
Previously AAMAS 2021: Adaptive and Learning Agents workshop
[PDF] [Video]

CAMMARL: Conformal action modeling in multi-agent reinforcement learning
Nikunj Gupta, Somjit Nath, Samira Ebrahimi Kahou
CVPR 2023: Multi-Agent Behavior workshop
[PDF]

Planning multiple epidemic interventions with reinforcement learning
Anh Mai, Nikunj Gupta, Azza Abouzied, Dennis Shasha
IJCAI 2023.
[PDF] [Video]

On the calibration of compartmental epidemiological models
Nikunj Gupta, Anh Mai, Azza Abouzied, Dennis Shasha
Master’s Thesis @ NYU Courant, 2023.
[Arxiv] [Thesis]

Prediction of drug effectiveness in rheumatoid arthritis patients using ML
Shengjia Chen, Nikunj Gupta, Buz Galbraith, Valay Shah, Jacopo Cirrone
ICBBE 2022.
[PDF]

Informationally-mosaic reinforcement learning
Nikunj Gupta, Tao Li, Quanyan Zhu
Preprint 2022.
[PDF]

Fully cooperative multi-agent deep reinforcement learning
Nikunj Gupta, GS Raghavan, Swarup Mohalik
Master’s Thesis @ IIITB, 2019.
[Thesis]