RGMC has been running for 10 editions at either the IEEE/RAS International Conference on Robotics and Automation (ICRA) or the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), since 2016. Across the editions, we engaged the community with various tasks for manufacturing, service robots, and logistics. These tasks include assembling and disassembling boards, hand-in-hand grasping, picking and placing various objects, pouring liquids into a cup, bin picking, rearranging and setting formal tables, folding and unfolding cloths, and receiving objects handed over by a person.
Along with the ten RGMC editions, we also organized 3 workshops, a Special Collection in the new journal IEEE Robotic Automation and Practice, and published an article in IEEE Robotic Automation and Magazine.
The success of the 9th RGMC led to the publication of an article as a competition column for the IEEE Robotic Automation and Magazine (December 2024). The article summarizes RGMC, especially the edition at ICRA 2024 in Yokohama, describes the tracks based on benchmarking protocols and analyses the results of the teams.
Robotic Grasping and Manipulation Competition at the 2024 IEEE/RAS International Conference on Robotics and Automation [Competitions]
Y. Sun, B. Calli, K. Kimble, F. wyffels, V. De Gusseme, K. Hang, S. D’Avella, A. Xompero, A. Cavallaro, M. A. Roa, J. Avendano, A. Mavrommati
IEEE Robotics & Automation Magazine, Competitions, vol. 31, n. 4, pp. 174-185, December 2024
https://doi.org/10.1109/MRA.2024.3481609
We organized 3 workshops to discuss the trends, challenges and future directions of Robotic Grasping and Manipulation, focusing on benchmarks, datasets, and competitions:
The workshop at IROS 2025 involved 5 speakers from academia and industry, 2 presentations from the winning teams at the 10th RGMC at ICRA 2025, and received contributions from the community with 7 extended abstracts (unpublished works) and 5 abstracts (published works) accepted as posters to be presented at the event. The workshop also received support from the TC on Performance Evaluation & Benchmarking of Robotic and Automation Systems, awarding the best extended abstract with $250.
The workshop at IROS 2024 involved 5 speakers from academia and industry, 5 presentations from the winning teams at the 9th RGMC at ICRA 2024, and received contributions from the community with 10 extended abstracts accepted and presented as posters. The best extended abstract also had the opportunity to present as a talk. The workshop had a broad participation from the community.
Teams were invited and encouraged to prepare demo videos illustrating their solutions and showcasing results in their laboratories:
https://www.youtube.com/channel/UC8F4S4EjTAo2JbwdzbyKnCA
23 demo videos:
5 videos from teams at ICRA 2025
7 videos from teams at ICRA 2024
2 videos from teams at ICRA 2022
8 videos from teams at the online edition in 2020 + 1 video summary