Optimization of Epsilon-Greedy Exploration

Ethan Che, Hakan Ceylan, James McInerney +1

Modern recommendation systems rely on exploration to learn user preferences for new items, typically implementing uniform exploration policies (e.g., epsilon-greedy) due to their s…