First- and Second-Order Bounds for Adversarial Linear Contextual Bandits.

Julia Olkhovskaya Jack J. Mayo Tim van Erven Gergely Neu Chen-Yu Wei

Published in: NeurIPS (2023)

Keyphrases

regret bounds
upper bound
lower bound
higher order
error bounds

multi agent
context sensitive
linear functions
linear systems

upper and lower bounds
closed form
case study
lower and upper bounds

contextual information
finite difference
differential operators
data mining