Brief Bio
Pieter Abbeel is Professor in Artificial Intelligence and Robotics at UC Berkeley and an Amazon Scholar. Abbeel has co-founded two companies: Gradescope (AI to help instructors with grading homework and exams) and Covariant (robotics foundation models for automation in warehouses and factories). Abbeel's students have co-founded over a dozen AI companies, including OpenAI (John Schulman), Perplexity (Aravind Srinivas), Skild (Deepak Pathak), Physical Intelligence (Chelsea Finn and Sergey Levine), Reflection (Misha Laskin), Evolutionary Scale (Roshan Rao), Ideogram (Jonathan Ho), Genmo (Ajay Jain). Abbeel's pioneering AI contributions with his students include Diffusion Models, Large World Model, UniSim, TRPO, SAC, Ring Attention, MAML, Hindsight Experience Replay, Domain Randomization, Decision Transformer, LLM as Zero-Shot Planners for Robotics, RFM-1. Abbeel's awards and honors include the PECASE, NSF-CAREER, ONR-YIP, Darpa-YFA, TR35, IEEE Fellow, ACM Prize in Computing. His work is frequently featured in the press, including the New York Times, Wall Street Journal, BBC, Rolling Stone, Wired, Tech Review, and De Tijd. Current research interests are in Generative AI, Reinforcement Learning, Humanoid Robotics.
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 with 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