2023
Infinite Action Contextual Bandits with Reusable Data Exhaust
ICML 2023poster
For infinite action contextual bandits, smoothed regret and reduction to regression results in state-of-the-art online performance with computational cost independent of the action set: unfortunately, the resulting data exhaust does not have well-defined importance-weights. This frustrates the execu…