Decision-Focused Learning of Adversary Behavior in Security Games. - Andrew Perrault; Bryan Wilder; Eric Ewing; Aditya Mate; Bistra Dilkina; Milind Tambe (CoRR, 2019)

End-to-End Game-Focused Learning of Adversary Behavior in Security Games. - Andrew Perrault; Bryan Wilder; Eric Ewing; Aditya Mate; Bistra Dilkina; Milind Tambe (AAAI, 2020)

Scalable Game-Focused Learning of Adversary Models: Data-to-Decisions in Network Security Games. - Kai Wang 040; Andrew Perrault; Aditya Mate; Milind Tambe (AAMAS, 2020)

Whittle Index for AoI-Aware Scheduling. - Bejjipuram Sombabu; Aditya Mate; D. Manjunath; Sharayu Moharir (COMSNETS, 2020)

Collapsing Bandits and Their Application to Public Health Intervention. - Aditya Mate; Jackson A. Killian; Haifeng Xu; Andrew Perrault; Milind Tambe (NeurIPS, 2020)

Collapsing Bandits and Their Application to Public Health Interventions. - Aditya Mate; Jackson A. Killian; Haifeng Xu; Andrew Perrault; Milind Tambe (CoRR, 2020)

Risk-Aware Interventions in Public Health: Planning with Restless Multi-Armed Bandits. - Aditya Mate; Andrew Perrault; Milind Tambe (AAMAS, 2021)

AI for Planning Public Health Interventions. - Aditya Mate (IJCAI, 2021)

A Game-Theoretic Approach for Hierarchical Policy-Making. - Feiran Jia; Aditya Mate; Zun Li 002; Shahin Jabbari; Mithun Chakraborty; Milind Tambe; Michael P. Wellman; Yevgeniy Vorobeychik (CoRR, 2021)

Efficient Algorithms for Finite Horizon and Streaming Restless Multi-Armed Bandit Problems. - Aditya Mate; Arpita Biswas; Christoph Siebenbrunner; Milind Tambe (CoRR, 2021)

Selective Intervention Planning using Restless Multi-Armed Bandits to Improve Maternal and Child Health Outcomes. - Siddharth Nishtala; Lovish Madaan; Aditya Mate; Harshavardhan Kamarthi; Anirudh Grama; Divy Thakkar; Dhyanesh Narayanan; Suresh Chaudhary; Neha Madhiwalla; Ramesh Padmanabhan; Aparna Hegde; Pradeep Varakantham; et al. (CoRR, 2021)

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 (AAAI, 2022)

Efficient Algorithms for Finite Horizon and Streaming Restless Multi-Armed Bandit Problems. - Aditya S. Mate; Arpita Biswas; Christoph Siebenbrunner; Susobhan Ghosh; Milind Tambe (AAMAS, 2022)

Solving structured hierarchical games using differential backward induction. - Zun Li 002; Feiran Jia; Aditya Mate; Shahin Jabbari; Mithun Chakraborty; Milind Tambe; Yevgeniy Vorobeychik (UAI, 2022)

Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain. - Kai Wang 040; Shresth Verma; Aditya Mate; Sanket Shah; Aparna Taneja; Neha Madhiwalla; Aparna Hegde; Milind Tambe (CoRR, 2022)

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 (AAAI, 2023)

Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health. - Kai Wang 040; Shresth Verma; Aditya Mate; Sanket Shah; Aparna Taneja; Neha Madhiwalla; Aparna Hegde; Milind Tambe (AAAI, 2023)

Restless Multi-Armed Bandits for Maternal and Child Health: Results from Decision-Focused Learning. - Shresth Verma; Aditya Mate; Kai Wang 040; Neha Madhiwalla; Aparna Hegde; Aparna Taneja; Milind Tambe (AAMAS, 2023)

Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation. - Aditya Mate; Bryan Wilder; Aparna Taneja; Milind Tambe (ICML, 2023)

Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits. - Paritosh Verma; Shresth Verma; Aditya Mate; Aparna Taneja; Milind Tambe (CoRR, 2023)

Expanding 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 (AI Mag., 2023)

A resource-constrained stochastic scheduling algorithm for homeless street outreach and gleaning edible food. - Conor M. Artman; Aditya Mate; Ezinne Nwankwo; Aliza Heching; Tsuyoshi Idé; Jirí Navrátil 001; Karthikeyan Shanmugam; Wei Sun; Kush R. Varshney; Lauri Goldkind; Gidi Kroch; Jaclyn Sawyer; et al. (CoRR, 2024)

A game-theoretic approach for hierarchical epidemic control. - Feiran Jia; Aditya Mate; Zun Li 002; Shahin Jabbari; Mithun Chakraborty; Milind Tambe; Michael P. Wellman; Yevgeniy Vorobeychik (Auton. Agents Multi Agent Syst., 2025)