Full Paper
Submissions should be 2-8 pages (including references), following the IROS format. Accepted papers will be presented as posters; research award candidates will give 8-minute talks.
Machine Learning/CORE Unranked
IARL 2026
1st International Workshop on Industrial Applications for Robot Learning
The 1st International Workshop on Industrial Applications of Robot Learning (IARL 2026) will be held at IROS 2026 in Pittsburgh, focusing on the transition of robot learning from research labs to industrial deployment. It brings together academia and industry to discuss advancements in learning-based robotics for real-world applications, emphasizing precision, reliability, safety, and robustness in industrial settings.
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Research areas in scope
01
Topics of Interest
Industrial applications of robot learningLearning visual, force, tactile, and audio perceptionLearning dexterous manipulationLearning-based manipulation and long-horizon task executionSim-to-real transfer and data-efficient learningFoundation models and generative AI for industrial robotsHuman-robot collaboration and adaptive shared autonomyBenchmarking and evaluation of precision, reliability, and performanceSafety, trustworthiness, and robustness in learning-enabled industrial robots
Policies worth checking twice
- All submissions will undergo a single-blind peer review process (via open review).
- Submissions must be 2-8 pages (including references), following the IROS format.
- Accepted papers will be presented as posters; research award candidates will give 8-minute talks.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026