2 citations · 2 across the 2 of their papers we have counts for
3 papers
cs.LG2021★ 2 cited
Scale Free Adversarial Multi Armed Bandits
Sudeep Raja Putta, Shipra Agrawal
We consider the Scale-Free Adversarial Multi Armed Bandits(MAB) problem. At the beginning of the game, the player only knows the number of arms . It does not know the scale and…
stat.ML2018
Exponential Weights on the Hypercube in Polynomial Time
Sudeep Raja Putta, Abhishek Shetty
We study a general online linear optimization problem(OLO). At each round, a subset of objects from a fixed universe of objects is chosen, and a linear cost associated with the…
cs.LG2017
Efficient Reinforcement Learning via Initial Pure Exploration
Sudeep Raja Putta, Theja Tulabandhula
In several realistic situations, an interactive learning agent can practice and refine its strategy before going on to be evaluated. For instance, consider a student preparing for…