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Nicolai Waniek

2 accepted papers

2021

Supervised Training of Dense Object Nets using Optimal Descriptors for Industrial Robotic Applications

AAAI 2021technical

Dense Object Nets (DONs) by Florence, Manuelli and Tedrake (2018) introduced dense object descriptors as a novel visual object representation for the robotics community. It is suitable for many applications including object grasping, policy learning, etc. DONs map an RGB image depicting an object in…

Cited by 12SourcePDFScholar
2020

Learning and Sequencing of Object-Centric Manipulation Skills for Industrial Tasks

IROS 2020poster

Enabling robots to quickly learn manipulation skills is an important, yet challenging problem. Such manipulation skills should be flexible, e.g., be able adapt to the current workspace configuration. Furthermore, to accomplish complex manipulation tasks, robots should be able to sequence several ski…

Cited by 27SourceScholar