no code implementations • 13 Nov 2023 • Arshika Lalan, Shresth Verma, Kumar Madhu Sudan, Amrita Mahale, Aparna Hegde, Milind Tambe, Aparna Taneja
Mobile health programs are becoming an increasingly popular medium for dissemination of health information among beneficiaries in less privileged communities.
no code implementations • 22 May 2023 • Panayiotis Danassis, Shresth Verma, Jackson A. Killian, Aparna Taneja, Milind Tambe
The success of many healthcare programs depends on participants' adherence.
no code implementations • 19 Jan 2023 • Paritosh Verma, Shresth Verma, Aditya Mate, Aparna Taneja, Milind Tambe
Restless multi-arm bandits (RMABs) is a popular decision-theoretic framework that has been used to model real-world sequential decision making problems in public health, wildlife conservation, communication systems, and beyond.
no code implementations • 2 Feb 2022 • Kai Wang, Shresth Verma, Aditya Mate, Sanket Shah, Aparna Taneja, Neha Madhiwalla, Aparna Hegde, Milind Tambe
To address this shortcoming, we propose a novel approach for decision-focused learning in RMAB that directly trains the predictive model to maximize the Whittle index solution quality.
no code implementations • 16 Sep 2021 • Aditya Mate, Lovish Madaan, Aparna Taneja, Neha Madhiwalla, Shresth Verma, Gargi Singh, Aparna Hegde, Pradeep Varakantham, Milind Tambe
Our second major contribution is evaluation of our RMAB system in collaboration with an NGO, via a real-world service quality improvement study.
no code implementations • ICML Workshop LaReL 2020 • Shresth Verma
The ability of agents to learn to communicate by interaction has been studied through emergent communication tasks.
no code implementations • 2 Oct 2019 • Shresth Verma, Joydip Dhar
Learning to communicate is considered an essential task to develop a general AI.
no code implementations • 2 Oct 2019 • Raj Kuwar Gupta, Shresth Verma, KV Arya, Soumya Agarwal, Prince Gupta
In this work, we introduce a new dataset, IIITM Face, for the scientific community to address these challenges.
no code implementations • 2 Oct 2019 • Shresth Verma, Haritha S. Nair, Gaurav Agarwal, Joydip Dhar, Anupam Shukla
Robotics has proved to be an indispensable tool in many industrial as well as social applications, such as warehouse automation, manufacturing, disaster robotics, etc.