Work

This page contains links to some of the work I’ve done.

CV

My current research has two broad directions

• Explainable AI Planning (XAIP)
  • Designing algorithms and systems for communicating explanations for planning agent decisions and model differences to humans in the loop.
    • VizXP: A Visualization Framework for Conveying Explanations to Users in Model Reconciliation Problems.(2022)
    • A Logic-based Explanation Generation Framework for Classical and Hybrid Planning Problems.(2022)
• Fairness in Ridesharing Allocation
  • Developing fairness metrics and using them to improve allocation models for passenger side fairness in urban ridesharing environments.
    • Intent Matters: Improving Zonal Fairness of Ridesharing Systems.(2022)
  • Creating interactive visualizations to analyze the fairness in state-of-art algorithms used for rideshare matching.
    • FairVizARD: A Visualization System for Assessing Fairness of Ride-Sharing Matching Algorithms.(2021)