Pieter Abbeel

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Pieter Abbeel
Pieter Abbeel pictured at CovariantHQ in November 2017.jpg
Born1977 (age 4849)
Alma mater KU Leuven (BS, MS)
Stanford University (PhD)
Scientific career
Fields Artificial intelligence, machine learning, deep reinforcement learning, robotics, unsupervised learning
Institutions
Thesis Apprenticeship learning and reinforcement learning with application to robotic control  (2008)
Doctoral advisor Andrew Ng
Doctoral students

Pieter Abbeel (born 1977) is a professor of electrical engineering and computer sciences, [1] Director of the Berkeley Robot Learning Lab, [2] and co-director of the Berkeley AI Research (BAIR) [3] Lab at the University of California, Berkeley. He is also the co-founder of Covariant, [4] [5] [6] [7] [8] a venture-funded start-up that aims to teach robots new, complex skills, and co-founder of Gradescope, [9] an online grading system that has been implemented in over 500 universities across the United States. He is best known for his cutting-edge research in robotics and machine learning, particularly in deep reinforcement learning. In 2021, he joined AIX Ventures [10] as an Investment Partner. AIX Ventures is a venture capital fund that invests in artificial intelligence startups.

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Early life and education

Abbeel was born in Antwerp, Belgium, in 1977. [11] He grew up in nearby suburb Brasschaat.

As a high school student at Sint-Michielscollege (Brasschaat)  [ nl ], Abbeel played on the club basketball team. He went on to play on the basketball team of KU Leuven University, where he obtained a Bachelor of Science and Master of Science in electrical engineering in 2000.

Abbeel received his Ph.D. in computer science from Stanford University. He specialized in artificial intelligence research, noting that his interest in AI sparked from the realization that AI can help build tools for other disciplines and that intelligence sets humans apart from other species. [12] Originally, Abbeel intended to pursue a master's degree in computer science, but decided to stay for his Ph.D. due to the abundance of AI projects happening at Stanford. He was the first PhD student of AI Professor Andrew Ng, who was a first-year professor at Stanford at the time. After finishing his Ph.D. in 2008, Abbeel became an assistant professor in Berkeley's electrical engineering and computer science department. 

Career

Upon his arrival at UC Berkeley as an assistant professor, Abbeel founded the Berkeley Robot Learning Lab. Additionally, in 2014, he co-founded Gradescope with other UC Berkeley-affiliated engineers Arjun Singh, Sergey Karayev, Ibrahim Awwal, [13] which was acquired by TurnItIn in 2018. [14]   In 2016, Abbeel joined OpenAI, where he has published numerous articles on reinforcement learning, robot learning, and unsupervised learning. Also in 2016, he became co-director of the Berkeley Artificial Intelligence Research (BAIR) Lab, which consists of post-doctoral, graduate, and undergraduate students interested in machine learning and robotics. He also founded Berkeley Open Arms, [15] which has licenses the IP on the Blue Robot [16] project from Berkeley. In 2017, he became a full-time professor with tenure at UC Berkeley.

In October 2017, Abbeel and three of his students, Peter Chen, Rocky Duan, and Tianhao Zhang, co-founded Covariant (formerly named Embodied Intelligence). Based in Emeryville, California, Covariant launched in January 2020 [17] and was covered in, among others, New York Times, [6] Wired, [18] MIT Technology Review, [5] and IEEE Spectrum. [4] The company currently has $147M in funding. [19] The website discloses that the team is building a universal AI to help robots see, reason, and on the world around them using deep imitation learning and deep reinforcement learning. Currently, in addition to his research, Abbeel teaches upper-division and graduate classes on Artificial Intelligence, Robotics, and Deep Unsupervised Learning. [20] Abbeel also hosts a weekly podcast, The Robot Brains, featuring experts in AI and robotics. [21]

Abbeel joined Amazon in August 2024, when it agreed to license Covariant's robotics foundation models and hire the company's founders. [22] [23] In December 2025, Abbeel was appointed head of Amazon's large language model efforts within the AGI organization, while continuing his work on robotics. [24] [25]

References

  1. "Pieter Abbeel | EECS at UC Berkeley". www2.eecs.berkeley.edu.
  2. "UC Berkeley Robot Learning Lab: Home". rll.berkeley.edu.
  3. "BAIR". bair.berkeley.edu.
  4. 1 2 Ackerman, Evan (November 8, 2017). "AI Startup Embodied Intelligence Wants Robots to Learn From Humans in Virtual Reality". IEEE Spectrum.
  5. 1 2 Knight, Will (November 7, 2017). "These AI Hotshots Plan to Reboot Manufacturing by Jumping Inside Robots". MIT Technology Review.
  6. 1 2 Metz, Cade (November 6, 2017). "A.I. Researchers Leave Elon Musk Lab to Begin Robotics Start-Up". The New York Times.
  7. Simon, Matt (November 7, 2017). "Want to Really Teach a Robot? Command It With VR". WIRED.
  8. "Covariant | Powering the future of automation, today". covariant.ai.
  9. "Gradescope | Save time grading". www.gradescope.com.
  10. "AIX Ventures - An AI Fund". AIX Ventures. Retrieved January 13, 2023.
  11. Lauwers, Michel (May 15, 2024). "Les sociétés trop timides face à l'IA risquent de disparaître" [Companies too timid in the face of AI risk disappear]. L'Echo (in French). Archived from the original on August 13, 2024. Retrieved June 26, 2025.
  12. "Pieter Abbeel: "Robotica zal nog sterk evolueren"". Gondola Magazine. June 21, 2019.
  13. "Gradescope | Save time grading". www.gradescope.com.
  14. "Plagiarism Detector: Prevent Academic Misconduct | Turnitin". www.turnitin.com.
  15. "Home | Berkeley Open Robotics". Berkeley Open Arms.
  16. Manke, Kara (April 9, 2019). "Meet Blue, the low-cost, human-friendly robot designed for AI". Berkeley News.
  17. Covariant. "Covariant launches from stealth to bring universal AI to robots". www.prnewswire.com (Press release). Retrieved November 15, 2021.
  18. Simon, Matt (November 7, 2017). "Want to Really Teach a Robot Command It With VR". WIRED.
  19. "Robotic AI firm Covariant raises another $80 million". TechCrunch. July 27, 2021. Retrieved November 15, 2021.
  20. "Pieter Abbeel--UC Berkeley--Covariant--Gradescope". people.eecs.berkeley.edu.
  21. "The Robot Brains Podcast - YouTube". www.youtube.com. Retrieved November 15, 2021.
  22. Ha, Anthony (August 31, 2024). "Amazon hires the founders of AI robotics startup Covariant". TechCrunch. Retrieved December 19, 2025.
  23. Menn, Joseph (January 18, 2025). "Amazon AI deal leaves 'zombie' start-up in its wake, whistleblower says". The Washington Post. ISSN   0190-8286 . Retrieved December 19, 2025.
  24. Rosner-Uddin, Rafe (December 17, 2025). "Amazon overhauls AI team as chief declares an 'inflection point'". Financial Times. Retrieved December 19, 2025.
  25. Bensinger, Greg (December 17, 2025). "Amazon shakes up AI team as veteran Prasad leaves, DeSantis promoted". Reuters.