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cs.LG2023★ 1 cited
Semi-Bandit Learning for Monotone Stochastic Optimization
Arpit Agarwal, Rohan Ghuge, Viswanath Nagarajan +1
Stochastic optimization is a widely used approach for optimization under uncertainty, where uncertain input parameters are modeled by random variables. Exact or approximation algor…
cs.DS2023
Informative Path Planning with Limited Adaptivity
Rayen Tan, Rohan Ghuge, Viswanath Nagarajan
We consider the informative path planning () problem in which a robot interacts with an uncertain environment and gathers information by visiting locations. The goal…