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Bimanual Robot Arm Systems: Evaluation Criteria for AI Research
Evaluate a bimanual robot arm for research with a practical framework for synchronization, reach, calibration, sensing, software, and support.
Marc Dostie
10 hours ago


Physical AI Startup Hardware Strategy: From Prototype to Repeatable Robot Data
Explore physical ai startup decisions for hardware, software, data workflows, and support, from first prototype through a repeatable pilot.
Marc Dostie
2 days ago


Robot Arm ROS: Integration Guide for Research Teams
Learn how to integrate a robot arm ROS workflow for research, then build a repeatable path from motion and sensing to safe, synchronized data capture.
Marc Dostie
3 days ago


How Two Trossen Arms Learned to Strike a Match
Two Trossen arms struck a match completely on their own. The demo comes from NAC, research by Ahad Jawaid and Yu Xiang at UT Dallas heading to CoRL 2026, which borrows audio compression tricks to help robots learn precise, coordinated tasks.
Nupur Patra
Sep 29


Robotics Training Data: A Practical Capture Guide
Learn how to capture robotics training data with better task design, teleoperation, synchronized sensors, episode metadata, quality control, and evaluation.
Marc Dostie
Sep 29


Bimanual Manipulation: A Research Workflow Guide
Learn how bimanual manipulation teams coordinate arms, sensing, teleoperation, calibration, data capture, and evaluation for repeatable robot-learning research.
Marc Dostie
Sep 28


WidowX Robot Arm: Specs and Research Fit
Explore the WidowX robot arm's specifications, sensing, configurations, and software, then assess its fit for university, startup, and enterprise R&D workflows.
Marc Dostie
Sep 25


Mobile ALOHA Robot: A Field Research Guide
A mobile aloha robot field guide for research teams, covering bimanual workflows, teleoperation, repeatable demonstrations, data capture, and model evaluation.
Marc Dostie
Sep 24


Robot Arm Calibration Guide for Physical AI Teams
Learn robot arm calibration for research workflows, with guidance on joint zeroing, kinematics, TCP, camera alignment, validation, and data collection.
Marc Dostie
Sep 23


ALOHA 2 Robot: A Practical Research Guide
Evaluate the aloha 2 robot for bimanual research, teleoperation, data collection, simulation, software integration, and repeatable lab workflows.
Marc Dostie
Sep 18


Diffusion Policy for Robot Learning: A Practical Guide
Learn how diffusion policy turns robot demonstrations into conditioned action sequences, then evaluate and deploy the workflow on real manipulators.
Marc Dostie
Sep 18


Robotics Degree Skills for Research and R&D Careers
Build a robotics degree plan with practical skills in controls, ROS, machine learning, vision, manipulation, and data collection for research careers.
Marc Dostie
Sep 17


Robotics and Autonomous Systems: A 2026 Field Guide
Ready to build your robotics and autonomous systems stack? Get practical hardware, ROS software, and autonomy pipeline guidance, then contact Trossen today.
Marc Dostie
Sep 16


Understanding Robotics Arms: A Complete Guide
Get a clear overview of robotics arms, including types, key features, real-world uses, and tips for choosing the right system for your project.
Trossen Robotics
Sep 11


The Ultimate Guide to the Robotic Robot Arm
Get practical tips on choosing a robotic robot arm, key features to compare, top brands, and real-world uses for education, research, and development.
Trossen Robotics
Sep 11


Robotic Arms 101: A Complete Beginner's Guide
Get a clear, friendly introduction to robotics arms, including types, key features, uses, and tips for choosing the right arm for your project.
Trossen Robotics
Sep 11


What Is a Robotics Operating System? A Guide
Get a clear, practical overview of what a robotics operating system is, how it works, and why it matters for building smarter, more flexible robots.
Trossen Robotics
Sep 11


What Is a Robotic Manipulator? A Complete Guide
Learn what a robotic manipulator is, how it works, and where it's used. Get practical tips for choosing the right robotic manipulator for your project.
Trossen Robotics
Sep 11


What Is a Robot? A Guide to How They Work
Learn what makes a robot unique, how robots work, and the key components behind their design, sensing, and decision-making in this straightforward guide.
Trossen Robotics
Sep 11


What Is a Robot? A Guide to Modern Robotics
Get a clear answer to what a robot is, how robots work, and where they’re used today. Learn about robot types, real-world uses, and key components.
Trossen Robotics
Sep 11
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