Milind Tambe

Translate Policy to Language: Flow Matching Generated Rewards for LLM Explanations

Rule-Bottleneck RL: Learning to Decide and Explain for Sequential Resource Allocation via LLM Agents

Beyond Majority Voting: LLM Aggregation by Leveraging Higher-Order Information

Composite Flow Matching for Reinforcement Learning with Shifted-Dynamics Data

Adaptive Frontier Exploration on Graphs with Applications to Network-Based Disease Testing

Navigating the Social Welfare Frontier: Portfolios for Multi-objective Reinforcement Learning

Reinforcement learning with combinatorial actions for coupled restless bandits