Verma, Shresth

15 publications

ICML 2025 Navigating the Social Welfare Frontier: Portfolios for Multi-Objective Reinforcement Learning Cheol Woo Kim, Jai Moondra, Shresth Verma, Madeleine Pollack, Lingkai Kong, Milind Tambe, Swati Gupta

AAAI 2025 PRIORITY2REWARD: Incorporating Healthworker Preferences for Resource Allocation Planning Shresth Verma, Alayna Nguyen, Niclas Boehmer, Lingkai Kong, Milind Tambe

NeurIPSW 2024 Balancing Act: Prioritization Strategies for LLM-Designed Restless Bandit Rewards Shresth Verma, Niclas Boehmer, Lingkai Kong, Milind Tambe

UAI 2024 Group Fairness in Predict-Then-Optimize Settings for Restless Bandits Shresth Verma, Yunfan Zhao, Sanket Shah, Niclas Boehmer, Aparna Taneja, Milind Tambe

AAAI 2024 Improving Health Information Access in the World's Largest Maternal Mobile Health Program via Bandit Algorithms Arshika Lalan, Shresth Verma, Paula Rodriguez Diaz, Panayiotis Danassis, Amrita Mahale, Kumar Madhu Sudan, Aparna Hegde, Milind Tambe, Aparna Taneja

NeurIPSW 2024 Prioritization Strategies for LLM-Designed Restless Bandit Rewards in Public Health Shresth Verma, Niclas Boehmer, Lingkai Kong, Milind Tambe

AAAI 2023 Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care Shresth Verma, Gargi Singh, Aditya Mate, Paritosh Verma, Sruthi Gorantla, Neha Madhiwalla, Aparna Hegde, Divy Thakkar, Manish Jain, Milind Tambe, Aparna Taneja

IJCAI 2023 Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare Panayiotis Danassis, Shresth Verma, Jackson A. Killian, Aparna Taneja, Milind Tambe

AAAI 2023 Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program Jackson A. Killian, Arpita Biswas, Lily Xu, Shresth Verma, Vineet Nair, Aparna Taneja, Aparna Hegde, Neha Madhiwalla, Paula Rodriguez Diaz, Sonja Johnson-Yu, Milind Tambe

AAAI 2023 Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health Kai Wang, Shresth Verma, Aditya Mate, Sanket Shah, Aparna Taneja, Neha Madhiwalla, Aparna Hegde, Milind Tambe

NeurIPSW 2022 Case Study: Applying Decision Focused Learning in the Real World Shresth Verma, Aditya Mate, Kai Wang, Aparna Taneja, Milind Tambe

AAAI 2022 Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health Aditya Mate, Lovish Madaan, Aparna Taneja, Neha Madhiwalla, Shresth Verma, Gargi Singh, Aparna Hegde, Pradeep Varakantham, Milind Tambe

NeurIPSW 2022 On the Pitfalls of Visual Learning in Referential Games Shresth Verma

ICMLW 2020 Emergence of Multilingualism in Population Based Referential Games Shresth Verma

AAAI 2020 Emergence of Writing Systems Through Multi-Agent Cooperation (Student Abstract) Shresth Verma, Joydip Dhar