CLaaS: Continual learning as a service for sample efficient online learning

Kion Fallah, Silen Naihin, Barak Widawsky +1

Deployed large language model agents must adapt to distribution shift in dynamic environments. Ideally, adaptation can be performed from accumulated agent experiences and retain pr…