Machine Perception and Cognitive Robotics

We investigate the frontiers of natural computing and complex systems — from large language models and artificial life to swarm intelligence, quantum computing, and the foundations of computation itself. Housed in the Rubin and Cindy Gruber AI Sandbox at Florida Atlantic University.

Research

20 active projects spanning AI, robotics, natural computing, evolutionary dynamics, and programming language theory.

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Community

A collaborative lab of students, faculty, and researchers at all levels working together in the FAU Sandbox.

Meet the Team

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We welcome curious minds at any level — undergrad, masters, PhD, or postdoc. Apply in under 2 minutes.

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Research Areas


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Fill out a short form and a lab director will review your application. We're looking for curious minds interested in complex systems and natural computing.

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Latest News


news events

AI in Education: Central Tensions — MPCR Round Table Debate

The MPCR Labs Round Table Series presents AI in Education: Central Tensions — a guided round table debate exploring the unresolved tensions at the intersection of artificial intelligence and education.

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Spring 2026 Research Directions at MPCR

The Machine Perception and Cognitive Robotics Laboratory enters Spring 2026 with an ambitious slate of research spanning the frontiers of natural computing and complex systems. With 20 active projects and 14 researchers working across disciplines, this is one of the most productive periods in the lab’s history.

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MPCR Lab AI Lecture Series — Spring 2026

The MPCR Lab AI Lecture Series continues this spring with talks from leading researchers at the intersection of artificial intelligence, neuroscience, and social computing.

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news events

Are Human Brains Fundamentally LLMs? — Waterloo Akatos House

Profs. Elan Barenholtz and William Hahn presented at Akatos House in Waterloo, Ontario. Barenholtz delivered “Autoregression: Are Human Brains (Actually) LLMs?” followed by Hahn’s “Unconventional Forms of Computation in Nature,” with live Q&A and discussion.

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