Handy Moves:
Dexterity in Multi-Fingered Hands
--- Overcoming Challenges, Unlocking Potential
Multi-fingered robotic hands hold an immense potential for flexible manipulation in human environments. From using tools like scissors to preparing food, handling cloth, and robustly tying shoelaces, many mundane activities are enabled by - or become more flexible with - additional degrees of freedom, allowing for in-hand manipulation and dexterous environment interaction. With the ongoing waves of advancement in artificial intelligence, learning techniques, robust teleoperation, the proliferation of affordable tactile sensors, and the expansion of diverse datasets, we are closer than ever to overcome major existing challenges and unlock unprecedented levels of dexterity in robotic manipulation.
However, we also acknowledge the current state of research: In practical applications, multi-fingered hands usually demonstrate a lower grasping and manipulation success rate compared to two-fingered parallel grippers; more robotic datasets and benchmarks focus on grippers than on multi-fingered hands; and grippers already serve a wide range of industrial applications.
In light of these challenges, this workshop is dedicated to exploring a critical question: how can we overcome the challenges of dexterous manipulation and unlock the potential of multi-fingered hands?
This workshop intends to answer this question in four key aspects:
Investigating Manipulation Limitations: Understanding the constraints linked to mechanical design and control
Examining Advanced Algorithms: Reviewing state-of-the-art algorithms for dexterous manipulation
Enhancing Dexterity and Adaptability: Exploring new paradigms to improve the dexterity and adaptability of robotic hands
Envisioning the Future: Considering how foundational models can revolutionize dexterous manipulation
The objective of this workshop is to foster collaboration among researchers at all career stages with a strong interest in robotics, artificial intelligence, control theory, mechanical design, and related fields. The workshop promises rich dialogue among leading experts from both academic and industrial backgrounds. Accepted papers will be presented in poster sessions and contributed talks.
Through these events, participants will gain insights into the latest breakthroughs and collaborative opportunities, setting the stage for future innovations in dexterous manipulation.
Invited Speakers
listed alphabetically
Call for papers 📜
We solicit up to 4 pages extended abstracts (excluding references and supplementary material). Submissions can include original research, dataset or benchmark design, applications and literature reviews that bridge the research areas pertinent to this workshop. Submissions will be externally peer-reviewed by two experts and rated based on technical content and their ability to positively contribute to the workshop. All accepted contributions will be presented in interactive poster sessions. A subset of accepted contributions will be featured in the workshop as 3-minute spotlight presentations.
The following list contains some areas of interest, but work in other related areas is also welcomed:
Learning from demonstration for dexterous manipulation
Simulation for contact-rich manipulation
Reinforcement learning for dexterous manipulation
Model-based motion planning and control for dexterity
Benchmarks for dexterous manipulation
Teleoperation for dexterous hands
Human-robot hand retargeting
In-hand object manipulation
Tactile and multimodal sensing for manipulation
Soft hand design and control
Hardware design for multifingered and anthropomorphic hands
Advanced dexterous manipulation applications
Defining and categorizing dexterous skills and in-hand manipulation
Current and future high-impact applications of dexterity
State of commercial robot hands
We accept submissions in the official IEEE templates (LaTeX and Word) and highly encourage papers with video as supplementary content.
Reviews will be single-blind.
Submission is managed through OpenReview: https://openreview.net/forum?id=G3JuZV5NBbF
Three best poster awards 🎉
Three best poster awards for the best-extended abstract will reflect both the quality of the document, as well as the quality of the presentation and the poster interaction. Agile Robots & Franka Robotics proudly sponsor 500$ prize award for each winner!!!
An independent committee will be selected to judge the contributions and select the winners.
Important dates ⏰
All deadlines are "anywhere on earth" (AoE):
April 1st Abstract submission deadline
April 20th Notification of acceptance
May 1st Camera-ready deadline
May 19th or May 23rd Full-Day Workshop
Organizers
Technical University of Munich
Carnegie Mellon University
Northwestern University
Carnegie Mellon University
Carnegie Mellon University
Technical University of Munich
Technical University of Munich
Workshop Advisory Board
Northwestern University
Technical University of Munich
Carnegie Mellon University
Carnegie Mellon University
Texas A&M University
University of Hamburg
Endorsements and Sponsorship
The IEEE RAS Technical Committee on Robotic hands, Grasping and Manipulation
The IEEE RAS Technical Committee on Telerobotics