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Marco Pavone
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Marco Pavone
@drmapavone
Prof @Stanford, Distinguished Research Scientist and AV research lead @nvidia. PhD from @MITAeroAstro. Robotics, autonomous systems, AI. Opinions are my own.
Stanford, CA USA
web.stanford.edu/~pavone/
Joined November 2018
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  • user avatar
    Marco Pavone
    @drmapavone
    Oct 11, 2022
    The IEEE Control Systems Magazine is featuring this month our tutorial on convex optimization for trajectory generation -- joint work with Behçet Açıkmeşe @UWaeroastro. We discuss many applications, including rocket landing. Pre-print here (with code!): arxiv.org/pdf/2106.09125…
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    Marco Pavone
    @drmapavone
    Jul 22, 2024
    I am excited to share that our paper: "Real-Time Anomaly Detection and Reactive Planning with Large Language Models” has received the best paper award at #RSS2024! Paper: arxiv.org/pdf/2407.08735… Project website: sites.google.com/view/aesop-llm @StanfordEng @NVIDIAAI #Robotics
    11K
  • user avatar
    Marco Pavone
    @drmapavone
    Dec 15, 2023
    Proud to announce that my students and I have just received three awards from the IEEE Control Systems Society (CSS)! @IEEECDC2023
    16K
  • user avatar
    Marco Pavone
    @drmapavone
    Dec 1, 2023
    We are hiring! The AV Research Group at @nvidia (research.nvidia.com/labs/avg/) has several open positions for full-time research scientist roles! AV foundation modes, AI safey, and next-gen AV architectures are just some of our research directions. Apply here: nvidia.wd5.myworkdayjobs.com/NVIDIAExternal…
    22K
  • user avatar
    Marco Pavone
    @drmapavone
    Jun 11, 2024
    At @NVIDIAGTC, I presented my group's strategy on leveraging foundation models (FMs) to develop next-gen autonomous vehicles. Slides: tinyurl.com/55uhawka Recording: tinyurl.com/3j5kk55a Three pillars: standing up the FMs, using them within an AV program, and AI safety.
    18K
  • user avatar
    Marco Pavone
    @drmapavone
    Jul 1, 2023
    We are hiring! Apply here: nvidia.wd5.myworkdayjobs.com/NVIDIAExternal… if you'd like to work with us on the next-generation of autonomous vehicles. More info about our work here: nvr-avg.github.io
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    Xinshuo Weng
    @xinshuoweng
    Jun 30, 2023
    We (the Autonomous Vehicle group at NVIDIA Research) have resumed hiring full-time research scientists. Submit here if you are interested! nvidia.wd5.myworkdayjobs.com/NVIDIAExternal… Please contact @drmapavone (our respected group leader! 😀) for more details.
    21K
  • user avatar
    Marco Pavone
    @drmapavone
    Mar 7, 2024
    We are finally out of stealth mode! Together with Simone D'Amico we have founded the Center for AEroSpace Autonomy Research (CAESAR) @Stanford . CAESAR is funded by industry and pursues research at the intersection of AI and spacecraft Guidance, Navigation, and Control (GNC). 👇
    10K
  • user avatar
    Marco Pavone
    @drmapavone
    May 24, 2024
    Yesterday we officially launched CAESAR: the Stanford Center for AEroSpace Autonomy Research: caesar.stanford.edu. Goal: solve the hard problems in spacecraft autonomy through the judicious incorporation of AI. More here: spacenews.com/stanford-cente… @StanfordEng @StanfordAILab
    8.5K
  • user avatar
    Marco Pavone
    @drmapavone
    Nov 9, 2022
    My research group @nvidia (nvr-avg.github.io) is now accepting applications for internships: tinyurl.com/nvr-av-interns… Please consider applying if you are interested in pushing the boundaries of the state of the art in vehicle autonomy!
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    Yue Wang
    @yuewang314
    Nov 8, 2022
    Our group (nvr-avg.github.io) led by @drmapavone is looking for PhD research interns for next year. If you’re excited about 3D deep learning, motion planning, and control for robotics/autonomous driving, please consider applying to our group! tinyurl.com/nvr-av-interns…
  • user avatar
    Marco Pavone
    @drmapavone
    Feb 25, 2024
    Combining vision and language represents a key opportunity to advance the field of autonomous driving. Join our @CVPR workshop to learn more: vision-language-adr.github.io!
    user avatar
    Boyi Li
    @Boyiliee
    Feb 22, 2024
    We are happy to announce the first Vision and Language for Autonomous Driving and Robotics (VLADR) workshop at @CVPR 2024! Call for contributions and more details 👇🏻 vision-language-adr.github.io See you in Seattle! 😃
    19K
  • user avatar
    Marco Pavone
    @drmapavone
    Jul 18, 2024
    How can we best use LLMs in an autonomy stack? An exciting prospect is to exploit their generalist experience to reason about anomalies. And one can do this in real time by leveraging their embeddings in a fast&slow decision making architecture. Work led by @RohanSinhaSU #RSS2024
    user avatar
    Rohan Sinha
    @RohanSinhaSU
    Jul 17, 2024
    ❓ How can we enable real-time reactive control with LLMs for dynamic robotic systems? At #RSS2024 we present AESOP: A 2-stage (🐢🐇) reasoning framework that uses LLMs to increase closed-loop robot trustworthiness in OOD scenarios! Site: tinyurl.com/aesop-llm 🧵(1/6)
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    14K
  • user avatar
    Marco Pavone
    @drmapavone
    Jan 14, 2024
    Introducing SMERF: an effective method to leverage Standard Definition (SD) maps for real-time lane-topology understanding. Great work led by @nvidia fellowship awardee @katielulula More details here: katieluo88.github.io/SMERF/
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    Katie Luo
    @katielulula
    Jan 12, 2024
    Self driving relies on costly HD maps for real-time lane-topology understanding; can we utilize Standard Definition (SD) maps that are more affordable? Introducing SMERF (SD Map Encoder Representations from transFormers)! Website: katieluo88.github.io/SMERF/ [1/6]
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    8K
  • user avatar
    Marco Pavone
    @drmapavone
    Dec 6, 2023
    My @Stanford lab on the spotlight today: news.stanford.edu/?p=48654 Self-driving cars, space robots, and more! @StanfordAILab
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    Stanford Report
    From news.stanford.edu
    6.8K
  • user avatar
    Marco Pavone
    @drmapavone
    Jun 4, 2024
    At @CVPR we will be presenting LLaDa, an #LLM-based driving assistant that, among other things, can help people with driving in unfamiliar places. Great work led by @Boyiliee! @NVIDIADRIVE @NVIDIAAI
    user avatar
    NVIDIA DRIVE
    NVIDIA
    @NVIDIADRIVE
    May 23, 2024
    Learn about LLaDA (Large Language Driving Assistant), the #LLM network that makes it easier for human drivers and #autonomousvehicles to navigate in unfamiliar places. LLaDA provides local traffic rules guidance across multiple languages. nvda.ws/3WUl3bf
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