Continually Self-Improving Robots Workshop | CoRL 2026

The Continually Self-Improving Robots Workshop at CoRL 2026 is dedicated to developing general-purpose robots capable of autonomously performing diverse tasks. The workshop focuses on robot learning, reinforcement learning, and continual learning to define the foundations for self-improving robots. It addresses core challenges and research questions related to formalizing robot self-improvement and building practical self-improvement pipelines. The event will feature invited talks, student spotlights, poster presentations, and breakout sessions.