129 citations · 605 across the 54 of their papers we have counts for
6 papers · 1 filter
Threshold Tests as Quality Signals: Optimal Strategies, Equilibria, and Price of Anarchy
Siddhartha Banerjee, David Kempe, Robert Kleinberg
We study a signaling game between two firms competing to have their product chosen by a principal. The products have qualities drawn i.i.d. from a common prior. The principal aims…
Adaptive Discretization in Online Reinforcement Learning
Sean R. Sinclair, Siddhartha Banerjee, Christina Lee Yu
Discretization based approaches to solving online reinforcement learning problems have been studied extensively in practice on applications ranging from resource allocation to cach…
Sequential Fair Allocation: Achieving the Optimal Envy-Efficiency Tradeoff Curve
Sean R. Sinclair, Gauri Jain, Siddhartha Banerjee +1
We consider the problem of dividing limited resources to individuals arriving over rounds. Each round has a random number of individuals arrive, and individuals can be characte…
Real-Time Approximate Routing for Smart Transit Systems
Siddhartha Banerjee, Chamsi Hssaine, Noémie Périvier +1
We study real-time routing policies in smart transit systems, where the platform has a combination of cars and high-capacity vehicles (e.g., buses or shuttles) and seeks to serve a…
Multimodal Mobility Systems: Joint Optimization of Transit Network Design and Pricing
Qi Luo, Samitha Samaranayake, Siddhartha Banerjee
The performance of multimodal mobility systems relies on the seamless integration of conventional mass transit services and the advent of Mobility-on-Demand (MoD) services. Prior w…
Explainable AI for Robot Failures: Generating Explanations that Improve User Assistance in Fault Recovery
Devleena Das, Siddhartha Banerjee, Sonia Chernova
With the growing capabilities of intelligent systems, the integration of robots in our everyday life is increasing. However, when interacting in such complex human environments, th…