PPaperPicks

Milind Tambe

Harvard University, Cambridge, MA, USA

35 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3296-3672 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×11AAMAS ×7NeurIPS ×4ECAI ×3ICLR ×3ICML ×3UAI ×3IJCAI ×1

Frequent coauthors

Yunfan Zhao
DBLP profile ↗ORCID search ↗
×4
Lingkai Kong
DBLP profile ↗ORCID search ↗
×3
Niclas Boehmer
DBLP profile ↗ORCID search ↗
×3
Davin Choo
DBLP profile ↗ORCID search ↗
×2
Cheol Woo Kim
DBLP profile ↗ORCID search ↗
×2
Guojun Xiong
DBLP profile ↗ORCID search ↗
×2
Arpan Dasgupta
DBLP profile ↗ORCID search ↗
×2
Shresth Verma
DBLP profile ↗ORCID search ↗
×2
Sanket Shah
DBLP profile ↗ORCID search ↗
×2
Edwin Zhang
DBLP profile ↗ORCID search ↗
×2
Biyonka Liang
DBLP profile ↗ORCID search ↗
×1
Tonghan Wang
DBLP profile ↗ORCID search ↗
×1

Papers

  1. Generative AI Against Poaching: Latent Composite Flow Matching for Poaching Prediction
    AAAI 2026 ·
    Lingkai Kong
    DBLP profile ↗ORCID search ↗
  2. Optimizing Health Coverage in Ethiopia: A Learning-augmented Approach and Persistent Proportionality Under an Online Budget
    AAAI 2026 ·
    Davin Choo
    DBLP profile ↗ORCID search ↗
  3. Preference Robustness for DPO with Applications to Public Health
    AAAI 2026 ·
    Cheol Woo Kim
    DBLP profile ↗ORCID search ↗
  4. VORTEX: Aligning Task Utility and Human Preferences Through LLM-Guided Reward Shaping
    AAAI 2026 ·
    Guojun Xiong
    DBLP profile ↗ORCID search ↗
  5. Adaptive Frontier Exploration on Graphs with Applications to Network-Based Disease Testing
    NeurIPS 2025 ·
    Davin Choo
    DBLP profile ↗ORCID search ↗
  6. Bayesian Collaborative Bandits with Thompson Sampling for Improved Outreach in Maternal Health
    AAMAS 2025 ·
    Arpan Dasgupta
    DBLP profile ↗ORCID search ↗
  7. Beyond Listenership: AI-Predicted Interventions Drive Improvements in Maternal Health Behaviours
    ECAI 2025 ·
    Arpan Dasgupta
    DBLP profile ↗ORCID search ↗
  8. Composite Flow Matching for Reinforcement Learning with Shifted-Dynamics Data
    NeurIPS 2025 ·
    Lingkai Kong
    DBLP profile ↗ORCID search ↗
  9. Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits
    AAAI 2025 ·
    Biyonka Liang
    DBLP profile ↗ORCID search ↗
  10. Evaluating Index-based Treatment Allocation in Underresourced Communities
    AAAI 2025 ·
    Niclas Boehmer
    DBLP profile ↗ORCID search ↗
  11. Finite-Horizon Single-Pull Restless Bandits: An Efficient Index Policy For Scarce Resource Allocation
    AAMAS 2025 ·
    Guojun Xiong
    DBLP profile ↗ORCID search ↗
  12. Navigating the Social Welfare Frontier: Portfolios for Multi-objective Reinforcement Learning
    ICML 2025 ·
    Cheol Woo Kim
    DBLP profile ↗ORCID search ↗
  13. On Diffusion Models for Multi-Agent Partial Observability: Shared Attractors, Error Bounds, and Composite Flow
    AAMAS 2025 ·
    Tonghan Wang
    DBLP profile ↗ORCID search ↗
  14. Optimizing Vital Sign Monitoring in Resource-Constrained Maternal Care: An RL-Based Restless Bandit Approach
    AAAI 2025 ·
    Niclas Boehmer
    DBLP profile ↗ORCID search ↗
  15. PRIORITY2REWARD: Incorporating Healthworker Preferences for Resource Allocation Planning
    AAAI 2025 ·
    Shresth Verma
    DBLP profile ↗ORCID search ↗
  16. Reinforcement learning with combinatorial actions for coupled restless bandits
    ICLR 2025 ·
    Lily Xu
    DBLP profile ↗ORCID search ↗
  17. Robust Optimization with Diffusion Models for Green Security
    UAI 2025 ·
    Lingkai Kong
    DBLP profile ↗ORCID search ↗
  18. The Bandit Whisperer: Communication Learning for Restless Bandits
    AAAI 2025 ·
    Yunfan Zhao
    DBLP profile ↗ORCID search ↗
  19. Towards Foundation-model-based Multiagent System to Accelerate AI for Social Impact
    AAMAS 2025 ·
    Yunfan Zhao
    DBLP profile ↗ORCID search ↗
  20. What is the Right Notion of Distance between Predict-then-Optimize Tasks?
    UAI 2025 ·
    Paula Rodriguez Diaz
    DBLP profile ↗ORCID search ↗
  21. A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
    NeurIPS 2024 ·
    Nikhil Behari
    DBLP profile ↗ORCID search ↗
  22. Combining Diverse Information for Coordinated Action: Stochastic Bandit Algorithms for Heterogeneous Agents
    ECAI 2024 ·
    Lucia Gordon
    DBLP profile ↗ORCID search ↗
  23. Efficient Public Health Intervention Planning Using Decomposition-Based Decision-focused Learning
    AAMAS 2024 ·
    Sanket Shah
    DBLP profile ↗ORCID search ↗
  24. Escape Sensing Games: Detection-vs-Evasion in Security Applications
    ECAI 2024 ·
    Niclas Boehmer
    DBLP profile ↗ORCID search ↗
  25. Group Fairness in Predict-Then-Optimize Settings for Restless Bandits
    UAI 2024 ·
    Shresth Verma
    DBLP profile ↗ORCID search ↗
  26. Improving Health Information Access in the World's Largest Maternal Mobile Health Program via Bandit Algorithms
    AAAI 2024 ·
    Arshika Lalan
    DBLP profile ↗ORCID search ↗
  27. Improving Mobile Maternal and Child Health Care Programs: Collaborative Bandits for Time Slot Selection
    AAMAS 2024 ·
    Soumyabrata Pal
    DBLP profile ↗ORCID search ↗
  28. Leaving the Nest: Going beyond Local Loss Functions for Predict-Then-Optimize
    AAAI 2024 ·
    Sanket Shah
    DBLP profile ↗ORCID search ↗
  29. Position: Application-Driven Innovation in Machine Learning
    ICML 2024 ·
    David Rolnick
    DBLP profile ↗ORCID search ↗
  30. Position: Social Environment Design Should be Further Developed for AI-based Policy-Making
    ICML 2024 ·
    Edwin Zhang
    DBLP profile ↗ORCID search ↗
  31. Toward Computationally Efficient Inverse Reinforcement Learning via Reward Shaping
    ICLR 2024 ·
    Lauren H. Cooke
    DBLP profile ↗ORCID search ↗
  32. Towards Fairness constrained Restless Multi-Armed Bandits: a Case Study of Maternal and child Care Domain
    ICLR 2024 ·
    Gargi Singh
    DBLP profile ↗ORCID search ↗
  33. Towards Zero Shot Learning in Restless Multi-armed Bandits
    AAMAS 2024 ·
    Yunfan Zhao
    DBLP profile ↗ORCID search ↗
  34. Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization
    IJCAI 2024 ·
    Yunfan Zhao
    DBLP profile ↗ORCID search ↗
  35. Transcendence: Generative Models Can Outperform The Experts That Train Them
    NeurIPS 2024 ·
    Edwin Zhang
    DBLP profile ↗ORCID search ↗