Online Limited Memory Neural-Linear Bandits with Likelihood Matching

Ofir Nabati, Tom Zahavy, Shie Mannor

We study neural-linear bandits for solving problems where {\em both} exploration and representation learning play an important role. Neural-linear bandits harnesses the representat…