Conference Publications:
"Correlated Learning for Aggregation Systems". by Tanvi Verma and Pradeep Varakantham. In Uncertainty in Artificial Intelligence (UAI) - 2019. pdf | ppt | video
"Entropy Based Independent Learning in Anonymous Multi-Agent Settings", by Tanvi Verma, Pradeep Varakantham and Hoong Chuin Lau. In Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS) - 2019. pdf | ppt | video
“Augmenting Decisions of Taxi Drivers through Reinforcement Learning for Improving Revenues ”, by Tanvi Verma, Pradeep Varakantham, Sarit Kraus and Hoong Chuin Lau. In Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS) - 2017. pdf | ppt | video
Pre-prints:
"Incentive Based Learning for Improving Iffectiveness of Aggregation Systems" by Tanvi Verma and Pradeep Varakantham. (pdf)
"Learning Individual Policies in Large Multi-agent Systems through Local Variance Minimization" by Tanvi Verma and Pradeep Varakantham. (pdf)
"Proactive Supply of Taxis to Handle Location Specific Demand Surges" by Tanvi Verma, Shih-Fen Cheng, Pradeep Varakantham, Nicholas Wong, and Hoong Chuin Lau.
Disclosures:
Method and apparatus for using unstructured information fail-safe for problem determination analysis. IBM disclosure report, 2006.