Multi-Agent Stage-wise Conservative Linear Bandits

Amirhossein Afsharrad, Ahmadreza Moradipari, Sanjay Lall

In many real-world applications such as recommendation systems, multiple learning agents must balance exploration and exploitation while maintaining safety guarantees to avoid cata…