Robotics
Related Papers
2024
RA-L 2024
A comparison of imitation learning algorithms for bimanual manipulation
Michael Drolet, Simon Stepputtis, Siva Kailas, Ajinkya Jain, Jan Peters, Stefan Schaal, Heni Ben Amor
IEEE Robotics and Automation Letters
ICRA 2024
Geometric Shape Reasoning for Zero-Shot Task-Oriented Grasping
Samuel Li, Sarthak Bhagat, Joseph Campbell, Yaqi Xie, Woojun Kim, Katia P. Sycara, Simon Stepputtis
ICRA 2024 Workshop on 3D Visual Representations for Robot Manipulation
RA-L 2024
Let Me Help You! Neuro-Symbolic Short-Context Action Anticipation
Sarthak Bhagat, Samuel Li, Joseph Campbell, Yaqi Xie, Katia Sycara, Simon Stepputtis
IEEE Robotics and Automation Letters
IROS 2024
Shapegrasp: Zero-shot task-oriented grasping with large language models through geometric decomposition
Samuel Li, Sarthak Bhagat, Joseph Campbell, Yaqi Xie, Woojun Kim, Katia Sycara, Simon Stepputtis
2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
2023
AuRo 2023
Learning modular language-conditioned robot policies through attention
Yifan Zhou, Shubham Sonawani, Mariano Phielipp, Heni Ben Amor, Simon Stepputtis
Autonomous Robots
2022
IROS 2022
A system for imitation learning of contact-rich bimanual manipulation policies
Simon Stepputtis, Maryam Bandari, Stefan Schaal, Heni Ben Amor
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
CoRL 2022
Modularity through attention: Efficient training and transfer of language-conditioned policies for robot manipulation
Yifan Zhou, Shubham Sonawani, Mariano Phielipp, Simon Stepputtis, Heni Ben Amor
Conference on Robot Learning (CoRL)
2020
NeurIPS 2020
Language-conditioned imitation learning for robot manipulation tasks
Simon Stepputtis, Joseph Campbell, Mariano Phielipp, Stefan Lee, Chitta Baral, Heni Ben Amor
Advances in Neural Information Processing Systems
2018
AuRo 2018
One-shot learning of human--robot handovers with triadic interaction meshes
David Vogt, Simon Stepputtis, Bernhard Jung, Heni Ben Amor
Autonomous Robots
2017
ICRA 2017
A system for learning continuous human-robot interactions from human-human demonstrations
David Vogt, Simon Stepputtis, Steve Grehl, Bernhard Jung, Heni Ben Amor
2017 IEEE International Conference on Robotics and Automation (ICRA)
2016
Humanoids 2016
Learning human-robot interactions from human-human demonstrations (with applications in lego rocket assembly)
David Vogt, Simon Stepputtis, Richard Weinhold, Bernhard Jung, Heni Ben Amor
2016 IEEE-RAS 16th International Conference on Humanoid Robots (Humanoids)