Workshops & Events
Coordinate workshops, tutorials, meetups, panels, and calls around robot learning topics at IEEE RAS venues.
IEEE Robotics and Automation Society
Technical Committee on Robot Learning
A home for researchers building robots that learn from data, humans, simulation, interaction, and deployment.
ICRA 2026 TCRL@ICRA welcome kitMission / Scope
Advancing robot learning as a robotics discipline.
The IEEE RAS Technical Committee on Robot Learning supports research on robots that learn from data, experience, humans, simulation, and deployment. The TC helps coordinate workshops, mentoring, resources, and community activity across IEEE RAS.
Robot learning connects methods to machines.
Our scope includes learning for control, perception, interaction, adaptation, evaluation, and embodied intelligence in physical and simulated robotic systems.
What We Do
A practical structure for community activity.
Community & Mentoring
Support student and early-career participation through mentoring, networking, and community activities.
Resources
Collect useful datasets, benchmarks, tutorials, software, reading lists, and lab links for the field.
IEEE RAS Coordination
Connect robot learning efforts across IEEE RAS activities, publications, committees, and conferences.
Research Areas
Topics across robot learning.
Learning from Demonstration
Reinforcement Learning
Generative Policies & Diffusion Models
Foundation Models for Robotics
Representation Learning & Sim-to-Real
Safe and Reliable Robot Learning
Human-Robot Interaction & Preference Learning
Benchmarks, Datasets & Evaluation
Announcements
Upcoming TC activity.
June 1-5, 2026
TCRL@ICRA 2026
A guide for anyone interested in robot learning at ICRA 2026 in Vienna, including venue links, program highlights, and TC events.
June 4, 2026IEEE RAS TC AIxHumanoids&Hands Social at ICRA 2026
The Robot Learning, Humanoid Robotics, and Robotic Hands, Grasping and Manipulation TCs are hosting an informal social at ICRA 2026 in Vienna.
Resources Preview
Community links.
Find the TC LinkedIn page and current public community links.
Join the TC
Take part in the IEEE RAS robot learning community.
Join the TC, contribute resources, suggest activities, or contact the committee with ideas for strengthening the robot learning community.