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Milind Tambe — most-cited papers & profile · AI Agents
← authors
·
overview
Milind Tambe
22
papers ·
31
citations ·
2
h-index
Google (United States) · Harvard University · Harvard University Press · The Ohio State University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Robust Reinforcement Learning Under Minimax Regret for Green Security
2021 · 8 citations
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
2024 · 7 citations
Efficient Reservoir Management through Deep Reinforcement Learning
2020 · 5 citations
Reinforcement Learning for Unified Allocation and Patrolling in Signaling Games with Uncertainty
2020 · 4 citations
Active Screening for Recurrent Diseases: A Reinforcement Learning Approach
2021 · 2 citations
Contingency-Aware Influence Maximization: A Reinforcement Learning Approach
2021 · 2 citations
Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning
2021 · 1 citations
Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization
2023 · 1 citations
Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits
2024 · 1 citations
Beyond Majority Voting: LLM Aggregation by Leveraging Higher-Order Information
2025
Composite Flow Matching for Reinforcement Learning with Shifted-Dynamics Data
2025
Reinforcement learning with combinatorial actions for coupled restless bandits
2025
Navigating the Social Welfare Frontier: Portfolios for Multi-objective Reinforcement Learning
2025
Rule-Bottleneck Reinforcement Learning: Joint Explanation and Decision Optimization for Resource Allocation with Language Agents
2025
Translate Policy to Language: Flow Matching Generated Rewards for LLM Explanations
2025
Top co-authors
David Simchi-Levi
· 1
Haifeng Xu
· 1
Rui Ai
· 1
Yuqi Pan
· 1
Topics
Model-Based RL
Multi-Agent
Value-Based
Safe RL
RLHF & Alignment
Policy Gradient
Offline RL
Exploration
Game AI
cs.LG