Humanoid locomotion and manipulation: Current progress and challenges in control, planning, and learning
Humanoid robots have great potential to perform various human-level skills. These skills
involve locomotion, manipulation, and cognitive capabilities. Driven by advances in machine …
involve locomotion, manipulation, and cognitive capabilities. Driven by advances in machine …
Doc: Differentiable optimal control for retargeting motions onto legged robots
Legged robots are designed to perform highly dynamic motions. However, it remains
challenging for users to retarget expressive motions onto these complex systems. In this …
challenging for users to retarget expressive motions onto these complex systems. In this …
Flow matching imitation learning for multi-support manipulation
Humanoid robots could benefit from using their upper bodies for support contacts,
enhancing their workspace, stability, and ability to perform contact-rich and pushing tasks. In …
enhancing their workspace, stability, and ability to perform contact-rich and pushing tasks. In …
Words2contact: Identifying support contacts from verbal instructions using foundation models
This paper presents Words2Contact, a language-guided multi-contact placement pipeline
leveraging large language models and vision language models. Our method is a key …
leveraging large language models and vision language models. Our method is a key …
Learning fine pinch-grasp skills using tactile sensing from real demonstration data
This work develops a data-efficient learning from demonstration framework which exploits
the use of rich tactile sensing and achieves fine dexterous bimanual manipulation …
the use of rich tactile sensing and achieves fine dexterous bimanual manipulation …
Manipulation learning on humanoid robots
Abstract Purpose of Review The ability to autonomously manipulate the physical world is the
key capability needed to fulfill the potential of cognitive robots. Humanoid robots, which offer …
key capability needed to fulfill the potential of cognitive robots. Humanoid robots, which offer …
Multi-Contact Whole-Body Force Control for Position-Controlled Robots
Many humanoid and multi-legged robots are controlled in positions rather than in torques,
which prevents direct control of contact forces, and hampers their ability to create multiple …
which prevents direct control of contact forces, and hampers their ability to create multiple …
Collaborative bimanual manipulation using optimal motion adaptation and interaction control: Retargeting human commands to feasible robot control references
This article presents a robust and reliable human–robot collaboration (HRC) framework for
bimanual manipulation. We propose an optimal motion adaptation method to retarget …
bimanual manipulation. We propose an optimal motion adaptation method to retarget …
Door-to-Door Parcel Delivery From Supply Point to User's Home With Heterogeneous Robot Team: The euROBIN First-Year Robotics Hackathon
Logistics and service operations involving parcel preparation, delivery, and unpacking from
a supply point to a user's home could be carried out completely by robots in the near future …
a supply point to a user's home could be carried out completely by robots in the near future …
WoCoCo: Learning Whole-Body Humanoid Control with Sequential Contacts
Humanoid activities involving sequential contacts are crucial for complex robotic interactions
and operations in the real world and are traditionally solved by model-based motion …
and operations in the real world and are traditionally solved by model-based motion …