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Peter Stone
795 posts
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Peter Stone
@PeterStone_TX
Prof. of Computer Science at UT Austin with research interests in AI, robotics, machine learning, multiagent systems; Executive Director of Sony AI, America
Austin, Texas, USA
cs.utexas.edu/~pstone
Joined November 2020
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  • user avatar
    Peter Stone
    @PeterStone_TX
    Aug 9, 2024
    10 years after DQN, what are deep RL’s impacts on robotics? Which robotic problems have seen the most thrilling real-world successes thanks to DRL? Where do we still need to push the boundaries, and how? Our latest survey explores these questions! Read on for more details. 👇
    66K
  • user avatar
    Peter Stone
    @PeterStone_TX
    Jul 1, 2024
    I'm honored and proud to have been promoted to Chief Scientist of Sony AI, effective today. Looking forward to working with a fantastic worldwide team on several exciting and very ambitious projects!
    ai.sony
    Advancing Artificial Intelligence Research | Sony AI
    Sony AI explores the future of technology through research in robotics, gaming, and sensing to unleash human imagination and solve ambitious global challenges.
    24K
  • user avatar
    Peter Stone
    @PeterStone_TX
    Feb 20, 2023
    A super exciting accomplishment by my Sony AI team. Surely one of the most widespread commercial deployments of reinforcement learning!
    user avatar
    GTPlanet
    @GTPlanetNews
    Feb 20, 2023
    GT Sophy arrives in Gran Turismo 7 on PS5! We got an early look at the new AI: gtplanet.net/gran-turismo-s…
    60K
  • user avatar
    Peter Stone
    @PeterStone_TX
    Mar 3, 2023
    Congratulations to (soon to be) Dr. Ishan Durugkar on the successful defense of his dissertation before an illustrious committee. He’s the 24th Ph.D. graduate from my lab and will soon be joining my team at Sony AI.
    28K
  • user avatar
    Peter Stone
    @PeterStone_TX
    Jul 30, 2024
    The press release:
    Sony AI Names Peter Stone as Chief Scientist
    From ai.sony
    9.7K
  • user avatar
    Peter Stone
    @PeterStone_TX
    Feb 9, 2022
    I can’t express how proud I am of my Sony AI team and all our collaborators on this result of our work over the past 2 years. See the details on today’s issue of Nature!
    user avatar
    Sony AI
    @SonyAI_global
    Feb 9, 2022
    What is #GTSophy? 🏁 GT Sophy is an autonomous #AI agent trained utilizing a novel deep reinforcement learning platform. Our breakthrough research "Outracing Champion Gran Turismo Drivers with Deep Reinforcement Learning" was published today in @Nature. ow.ly/4RKH50HQOWt
  • user avatar
    Peter Stone
    @PeterStone_TX
    Nov 11, 2023
    Congratulations to the whole Sony AI team on what is surely one of the largest ever commercial deployments of an end-to-end reinforcement learning agent! It’s great to see all the positive feedback from gamers!
    user avatar
    Sony AI
    @SonyAI_global
    Nov 9, 2023
    Introducing #GTSophy to @thegranturismo players of all levels is a significant milestone for the Sony AI team and the evolution of Gran Turismo. Watch @GTPlanet take on Gran Turismo Sophy 2.0 in #GY7. ow.ly/TTiQ50Q67fB
    16K
  • user avatar
    Peter Stone
    @PeterStone_TX
    Apr 26, 2023
    It's now well-known (and not surprising) that current LLMs have trouble generating correct plans that require real-world knowledge. Here's a possible solution. I'm very excited about this line of work!
    user avatar
    Learning Agents Research Group
    @utlarg
    Apr 25, 2023
    Can LLMs reliably solve long-horizon planning problems? LLM+P: Empowering Large Language Models with Optimal Planning Proficiency Link: arxiv.org/abs/2304.11477 Code: github.com/Cranial-XIX/ll…
    21K
  • user avatar
    Peter Stone
    @PeterStone_TX
    Jan 10, 2024
    Honored to be a part of the inaugural RLC. Looking forward to it!
    user avatar
    RL_Conference
    @RL_Conference
    Jan 10, 2024
    Excited to announce our first RLC keynote speaker: @PeterStone_TX!
    3.8K
  • user avatar
    Peter Stone
    @PeterStone_TX
    Aug 11, 2024
    Proud that this paper was awarded the outstanding application paper at the conference!
    This Post is from an account that no longer exists. Learn more
    6.1K
  • user avatar
    Peter Stone
    @PeterStone_TX
    Dec 3, 2023
    'twas a beautiful day for a hike with (some of) my Learning Agents Research Group! @utlarg
    4.5K
  • user avatar
    Peter Stone
    @PeterStone_TX
    Jul 21, 2024
    WisTex United won the RoboCup 2024 Standard Platform League "Challenge Shield" (lower division) competition. Collaboration with Josiah Hanna's lab at Wisconsin. Most exciting match was a 2nd half comeback (with some luck): youtube.com/live/rUyYoW4jc…
    4K
  • user avatar
    Peter Stone
    @PeterStone_TX
    Aug 9, 2024
    Looking forward to my talk on Sunday afternoon!
    user avatar
    Sony AI
    @SonyAI_global
    Aug 9, 2024
    🚀 Sony AI will be at @RL_Conference 2024! Don't miss @PeterStone_TX's keynote on practical RL insights. 🔗 Read more: bit.ly/4dAmbpN #ReinforcementLearning #GranTurismo7
    3K
  • user avatar
    Peter Stone
    @PeterStone_TX
    Jul 25, 2024
    Very excited about this work relating State Space Models (SSMs) to Online learning, and leading to a new, more efficient architecture!
    user avatar
    Bo Liu
    @cranialxix
    Jul 25, 2024
    How to design State Space Models (SSM) from principles? We propose to view SSM's recurrence as the per-step closed-form solution to an online learning problem. To this end, we present Longhorn, a novel SSM that achieves 1.8x better sampling efficiency against Mamba.
    3.4K