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Project Ideas for Master of Science in Robotics and Automation

Engineer intelligent machines for industry, health, and exploration.

🏛 Introduction

UNC’s MSRA fuses mechanics, AI, and human-robot interaction. Students prototype legged robots on ROS 2, code inverse kinematics in C++, and deploy reinforcement-learning agents for warehouse picking. Field labs range from crop-scouting UAV swarms to medical-robot tele-surgery simulators.

💡 Suggested Project Titles

Vision-based fruit-harvesting arm with tactile sensing

SLAM algorithm benchmarking on subterranean drone datasets

Exoskeleton gait-assist controller with EMG feedback

Mobile manipulator for hospital logistics with UV-C disinfection

Policy memo on safety standards for autonomous sidewalk robots

Deep-reinforcement learning for multi-robot pest scouting

Grant proposal for robotic coral-reef restoration arm

AR interface for programming collaborative robots on factory floors

Adversarial testing toolbox for self-driving perception stacks

Energy-aware path-planning for solar-powered rovers

White paper on human-robot trust metrics

Citizen-science kit for hackable educational swarm bots

Meta-analysis of robot-assisted therapy outcomes in stroke rehab

Open-source dataset of tactile textures for grasping research

VR tele-operation training simulator for hazardous environments

Infographic comparing LiDAR vs event-camera navigation

Workshop on ethics of lethal autonomous weapons

Podcast series featuring women leaders in robotics

KUKA-ROS driver improving real-time impedance control

Simulation competition on Martian sample-return manipulation

UNC-Chapel Hill – MS in Robotics & Automation

Design autonomous systems that extend human capability safely and responsibly.

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