Brief Bio
Pieter Abbeel is Professor and Director of the Robot Learning Lab at UC Berkeley [2008- ], Co-Director of the Berkeley AI Research (BAIR) Lab, Co-Founder of covariant.ai [2017- ], Co-Founder of Gradescope [2014- ], Advisor to OpenAI, Founding Faculty Partner AI@TheHouse venture fund, Advisor to many AI/Robotics start-ups. He works in machine learning and robotics. In particular his research focuses on making robots learn from people (apprenticeship learning), how to make robots learn through their own trial and error (reinforcement learning), and how to speed up skill acquisition through learning-to-learn (meta-learning). His robots have learned advanced helicopter aerobatics, knot-tying, basic assembly, organizing laundry, locomotion, and vision-based robotic manipulation. He has won numerous awards, including best paper awards at ICML, NIPS and ICRA, early career awards from NSF, Darpa, ONR, AFOSR, Sloan, TR35, IEEE, and the Presidential Early Career Award for Scientists and Engineers (PECASE). Pieter's work is frequently featured in the popular press, including New York Times, BBC, Bloomberg, Wall Street Journal, Wired, Forbes, Tech Review, NPR.
Current main research thrusts:
robotics and machine learning with particular
focus on deep reinforcement learning, deep imitation learning, deep unsupervised learning,
meta-learning, learning-to-learn, and AI safety.
Some picture options:
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Informal background story interview by my undergrad school KU Leuven: here
Awards List:
- ICLR 2024 Outstanding Paper Award
- IROS 2022 Best Paper Award Finalist
- ICRA 2021 Best Field Robotics Paper Finalist
- ICRA 2021 Best Cognitive Robotics Paper Finalist
- ICRA 2018 Best Paper Finalist
- ICLR 2018 Best Paper Award
- NeurIPS 2016 Best Paper Award
- ICRA 2015 Best Robotic Manipulation Paper Award
- ICRA 2015 Best Medical Robotics Paper Finalist
- ICRA 2013 Best Vision Paper Award
- ICRA 2012 Best Vision Paper Finalist
- ICRA 2010 Best Medical Robotics Paper Award
- ICML 2008 Best Application Paper Award
- ACM Prize in Computing (2021)
- Elected into Royal Flemish Academy of Belgium for Science and the Arts (Koninklijke Vlaamse Academie van Belgie voor Wetenschappen en Kunsten) (2022)
- IEEE Kiyo Tomiyasu Award (IEEE Technical Field Award) (2022)
- Diane McEntyre Award for Excellence in Teaching 2018 (Computer Science, UC Berkeley)
- IEEE Fellow (class of 2018)
- CRA-E Undergraduate Research Faculty Mentoring Award
- Presidential Early Career Award for Scientists and Engineers (PECASE)
- Sloan Fellowship
- National Science Foundation Faculty Early Career Development Program Award (NSF-CAREER)
- Air Force Office of Scientific Research Young Investigator Program Award (AFOSR-YIP)
- Office of Naval Research Young Investigator Program Award (ONR-YIP)
- Darpa Young Faculty Award (Darpa-YFA)
- Okawa Foundation Award
- MIT Technology Review Top 35 Innovators under 35 (TR35)
- IEEE Robotics and Automation Society Early Career Award (IEEE-RAS Early Career Award)
- Dick Volz Best U.S. Ph.D. Thesis in Robotics and Automation Award