Guides · ISEF category
Robotics and Intelligent Machines
ISEF category ROBO · difficulty for high-school students: medium
Design, construction, and programming of robotic systems. Includes autonomous robots, manipulation, locomotion, computer vision, human-robot interaction, and swarm robotics.
How it's judged
ISEF scores 100 points across five criteria:
- Creative Ability: 30 pts
- Scientific Thought: 30 pts
- Thoroughness: 15 pts
- Skill: 15 pts
- Clarity: 10 pts
What wins
- Novel locomotion mechanism inspired by biology with quantitative comparison to existing designs
- Robot-human interaction study with IRB-approved user testing
- Swarm algorithm implementation with emergent behavior analysis
- Computer vision system for a novel real-world task (accessibility, environmental monitoring)
- Soft robotics: novel actuator design with characterization
Common mistakes
- Building a robot that follows a line — this is a first-year CS class project
- Testing only in controlled lab conditions, not real-world scenarios
- Not reporting performance metrics quantitatively (success rate, error, speed)
- Claiming 'AI' when using simple rule-based control
What you'll need
Microcontroller (Arduino, Raspberry Pi), motors, sensors, 3D printer access helpful. Computer vision work needs a GPU (free via Google Colab).
Ethics & approvals
Human-subjects (IRB) approval is usually not required for this category. Vertebrate-animal (IACUC) approval is usually not required.
The novelty bar
A novel task, a novel mechanical design, or a novel algorithm. A robot that performs an already-solved task is not competitive unless it does so with a fundamentally new approach.
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