activity
20162023
most citedDistribution oblivious, risk-aware algorithms for multi-armed bandits with unbounded rewards

18 citations · 33 across the 21 of their papers we have counts for

collaborators

30 papers

math.OC2023★ 2 cited

On the interplay between pricing, competition and QoS in ride-hailing

Tushar Shankar Walunj, Shiksha Singhal, Jayakrishnan Nair +1

We analyse a non-cooperative game between two competing ride-hailing platforms, each of which is modeled as a two-sided queueing system, where drivers (with a limited level of pati…

cs.LG2023

Best Arm Identification in Bandits with Limited Precision Sampling

Kota Srinivas Reddy, P. N. Karthik, Nikhil Karamchandani +1

We study best arm identification in a variant of the multi-armed bandit problem where the learner has limited precision in arm selection. The learner can only sample arms via certa…

cs.GT2023

On the ubiquity of duopolies in constant sum congestion games

Shiksha Singhal, Veeraruna Kavitha, Jayakrishnan Nair

We analyse a coalition formation game between strategic service providers of a congestible service. The key novelty of our formulation is that it is a constant sum game, i.e., the…

cs.LG2022★ 1 cited

Constrained Pure Exploration Multi-Armed Bandits with a Fixed Budget

Fathima Zarin Faizal, Jayakrishnan Nair

We consider a constrained, pure exploration, stochastic multi-armed bandit formulation under a fixed budget. Each arm is associated with an unknown, possibly multi-dimensional dist…

math.OC2022

Pricing, competition and market segmentation in ride hailing

Tushar Shankar Walunj, Shiksha Singhal, Veeraruna Kavitha +1

We analyse a non-cooperative strategic game among two ride-hailing platforms, each of which is modeled as a two-sided queueing system, where drivers (with a certain patience level)…

math.OC2022★ 1 cited

Non-asymptotic near optimal algorithms for two sided matchings

Rahul Vaze, Jayakrishnan Nair

A two-sided matching system is considered, where servers are assumed to arrive at a fixed rate, while the arrival rate of customers is modulated via a price-control mechanism. We a…