Workshop on Towards Test-Time Continual Learning Agents

This meeting investigates agents that can learn internally during deployment. Researchers examine acquiring knowledge through interaction, improving from repeated errors and retaining earlier skills, connecting continual learning with the changing and partially observed environments faced by real agents. Session: 08:00–17:00 (America/New_York). A paid NeurIPS virtual pass includes workshop livestreams; on-site access follows the host-location registration rules.