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Results for "multi-robot coordination"

Team NimbRo at MBZIRC 2017: Fast Landing on a Moving Target and Treasure Hunting with a Team of MAVs

arXiv · Nov 13

The article discusses Team NimbRo's approaches to challenges involving micro aerial vehicles (MAV) at the Mohamed Bin Zayed International Robotics Challenge (MBZIRC) 2017. The challenges included landing on a moving vehicle and a treasure hunt task requiring mission planning and multi-robot coordination. The team's system achieved a third place in both subchallenges and contributed to winning the MBZIRC Grand Challenge. Why it matters: This demonstrates advanced robotics capabilities developed and tested in the UAE, pushing the boundaries of autonomous aerial vehicle operation and multi-robot collaboration.

Planning for Many Robots and Objects

MBZUAI · Invalid Date

Jingjin Yu from Rutgers University presented research on multi-robot coordination and robotic manipulation at MBZUAI. The talk covered Rubik Table algorithms for collision-free path planning for multiple robots in dense settings. It also discussed algorithms for long-horizon manipulation tasks like rearrangement and object retrieval. Why it matters: Advancements in multi-robot coordination and manipulation are crucial for deploying robots in various sectors within the UAE and beyond, such as logistics and elder care.

Graph neural network approach for decentralized multi-robot coordination

MBZUAI · Invalid Date

Qingbiao Li from the Oxford Robotics Institute is researching decentralized multi-robot coordination using Graph Neural Networks (GNNs). The approach builds an information-sharing mechanism within a decentralized multi-robot system through GNNs and imitation learning. It also uses visual machine learning-assisted navigation with panoramic cameras to guide robots in unseen environments. Why it matters: This research could improve the effectiveness of automated mobile robot systems in urban rail transit and warehousing logistics in the GCC region, where smart city initiatives are growing.