Dexterous Humanoid Manipulation Workshop

2025 IEEE-RAS 24th International Conference on Humanoid Robots

October 2, 2025 | COEX, Seoul, Korea | Room #211

Paper Submission      Program Schedule      Invited Speakers      Organizers

Overview

Humanoid robotics has advanced rapidly in recent years. While research primarily focused on agile motion using model-based whole-body control and reinforcement learning, the true advantage of humanoids lies in their human-like morphology. This allows them to perform tasks autonomously in environments designed for humans, making them uniquely suited for supporting human activities. To fully realize this potential, dexterous manipulation is essential. Although hardware design, control strategies, and high-level decision-making have each advanced substantially within their respective domains, these components remain inherently interdependent. For example, robust hardware and control algorithms are essential for effective autonomy, while high-level decision-making requirements often drive hardware and controller design. Nevertheless, collaboration across these areas remains limited, largely because of divergent technical focuses and expertise.

Therefore, this workshop aims to bridge these communities by exploring synergies across robot hardware, control algorithms, and high-level autonomy, with an emphasis on enabling dexterous manipulation for humanoid upper bodies. We are particularly interested in hardware designs that support versatile manipulation, control strategies for stable and contact-rich interaction, and learning-based frameworks for developing cost-effective autonomous systems. Topics of discussion will include dexterous hand design, tactile sensing, whole-body planning and control, and learning approaches for skill acquisition and deployment. We invite researchers from both academia and industry to contribute their perspectives. By bringing together diverse expertise, we aim to catalyze collaboration and accelerate progress toward autonomous, dexterous humanoid systems.

Paper Submission Guidelines

We invite workshop paper submissions related to the following topics:

    Dexterous Hardware
  • Advanced grippers and multi-fingered hands
  • Tactile sensors
  • Novel mechanisms enabling dexterity
  • New humanoid designs focused on manipulation
    Advanced Control Algorithms
  • Whole-body control and planning architectures
  • Contact-rich manipulation
  • Novel dexterous behaviors
    Autonomous and Shared-Autonomy Systems
  • Learning frameworks for dexterous manipulation
  • Datasets for dexterous manipulation
  • Learning for loco-manipulation
  • Novel interfaces for teaching manipulation skills

Submissions should be up to 4 pages, with unlimited references and appendices, and formatted in the IEEE conference style (ICRA or Humanoids). Anonymization is not required. Work under review or accepted at other workshops or conferences is welcome, as we do not require copyright transfer. We are accepting submissions through OpenReview.

    Paper Submission Due September 18, 2025 11:59 PM (AOE)
    Camera-Ready Papers Due September 27, 2025 11:59 PM (AOE)
    Workshop October 2, 2025 (Korea Time)

We have set the submission deadline for September 18; however, submissions will be reviewed on a rolling basis, and authors will receive notifications approximately one to two weeks after submission. We strongly encourage early submission, especially for those who may need early notification for travel, visa, or funding arrangements.

Program Schedule

9:00 - 9:10 Opening
9:10 - 9:45 Perioperation: Sensoring Human Manipulation for
Dexterous Humanoid Manipulation
Hao-Shu Fang
9:45 - 10:20 Robotic Avatar System for Dexterous Manipulation and
Learning
Jaeheung Park
10:20 - 10:40 Presentations of Contributed Papers
10:40 - 11:10 Coffee Break and Poster Session
11:10 - 11:45 Real2Sim2Real Learning for Humanoid Dexterous
Loco-Manipulation and Manipulation Skills
Guanya Shi
11:45 - 12:20 Impact Analysis for Whole Body Manipulation Tasks
with Controlled Contact Transitions
Christian Ott
12:20 - 13:25 Lunch Break and Demos RobotEra
13:25 - 14:00 TBD Jonathan Hurst
14:00 - 14:35 Large Behavior Models for Robot Manipulation:
What Works and What Matters
Benjamin Burchfiel
14:35 - 15:10 Developing Large Behavior Models on Atlas Pat Marion
15:10 - 15:40 Coffee Break and Poster Session
15:40 - 16:00 Presentations of Contributed Papers
16:00 - 16:50 Panel Discussion Luis Sentis
Jonathan Hurst
Benjamin Burchfiel
Pat Marion
16:50 - 17:00 Closing

Invited Speakers

Hao-Shu Fang
UMD

Jaeheung Park
Seoul National University

Guanya Shi
CMU

Christian Ott
TU Wien, DLR

Jonathan Hurst
Oregon State,
Agility Robotics

Benjamin Burchfiel
TRI

Pat Marion
Boston Dynamics

Organizers

Mingyo Seo
UT Austin

Dongho Kang
UT Austin

Gabriel Margolis
MIT

Younghyo Park
MIT

Guillermo Colin
UIUC

Shenli Yuan
RAI Institute

Kento Kawaharazuka
U Tokyo

Luis Sentis
UT Austin,
Apptronik

Contact

For any questions, please email mingyo@utexas.edu.