2026
SurgIRL: Towards Life-Long Learning for Surgical Automation by Incremental Reinforcement Learning
ICRA 2026poster
Surgical automation holds immense potential to improve the outcome and accessibility of surgery. Recent studies use reinforcement learning to automate various surgical tasks. However, these policies are developed independently, and their reusability is limited when applied to other scenarios, making…