Conference on Robot Learning

An annual international academic conference focused on the intersection of robotics and machine learning.

CoRL was established in 2017 and is held once a year, focused on robot learning — using machine-learning methods for a robot's perception, decision-making, and control. Compared with the broader, more general ICRA and IROS conferences, it is smaller and more tightly focused, and it's a major publication venue for embodied AI, VLA (vision-language-action) models, imitation learning, and reinforcement learning; its proceedings are collected in PMLR. When tracking the embodied-AI frontier, CoRL is often watched together with RSS and ICRA.

ExampleLandmark VLA papers such as RT-2 and OpenVLA were both published at CoRL.

Also called

CoRL

Related

Robotics: Science and Systems · IEEE International Conference on Robotics and Automation · IEEE/RSJ International Conference on Intelligent Robots and Systems · Robot Learning · Top-tier Conferences & Journals (CCF-A Venues)

Sources

Conference on Robot Learning (CoRL)