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Antonio Loquercio
432 posts
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Antonio Loquercio
@antoniloq
Assistant Professor at #UPenn. Mainly interested in #PhysicalAI
Philadelphia
antonilo.github.io
Joined December 2017
731
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  • Pinned
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    Antonio Loquercio
    @antoniloq
    Dec 12, 2025
    We found that training (multi-agent) policies to win a race with sparse competitive rewards leads to agile policies with strategic behaviors. These policies outperform the ones trained with behavioral-prescribing dense rewards and transfer better to the real world.
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    Antonio Loquercio
    @antoniloq
    Oct 10, 2023
    Excited to share that I'll join UPenn as an Assistant Professor next fall! I couldn't be more grateful to all the mentors and collaborators for their support along the way! I'm looking for motivated students👩‍🎓to join my lab! If you love robots 🤖 and learning, look no further!
    73K
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    Antonio Loquercio
    @antoniloq
    Nov 9, 2022
    We train a robot 🐕 to traverse complex terrains with a monocular RGB camera from its own real-world experience! To do so we propose Cross-Modal Supervision (CMS), an algorithm to supervise vision using proprioception. Project Page: tinyurl.com/4sr5d6z3 1/5
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    Antonio Loquercio
    @antoniloq
    Jun 30, 2022
    Honored to receive the Georges Giralt PhD Award 🥇 (awarded to Europe's best thesis in Robotics 🤖) for my work on #learning vision-based high-speed #drone flight ✈️! Thanks to @davsca1 for the great supervision and all my collaborators! Thesis: tinyurl.com/yc33b73b @UZH_en
  • user avatar
    Antonio Loquercio
    @antoniloq
    May 20, 2023
    Happy to share that my Ph.D. thesis on Agile Vision-Based Flight has been published by @Springer Tracts in Advanced Robotics (STAR)! 🌟 I've tried to summarize all the lessons I've learned over 5 years to unlock agile and vision-based flight. 📷 🚁✨
    16K
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    Antonio Loquercio
    @antoniloq
    Nov 7, 2021
    📢 Personal Update 📢: I'm excited to join UC Berkeley for a PostDoc with Prof. Jitendra Malik. I'll continue to work at the intersection of computer vision and robotics, and I am proud to have the opportunity to contribute to the next generation of intelligent robots 🤖
  • user avatar
    Antonio Loquercio
    @antoniloq
    May 1, 2023
    Just released the code for my legged locomotion project: github.com/antonilo/visio… Excited to see what others can do with it! #robotics #opensource
    user avatar
    Antonio Loquercio
    @antoniloq
    Nov 9, 2022
    We train a robot 🐕 to traverse complex terrains with a monocular RGB camera from its own real-world experience! To do so we propose Cross-Modal Supervision (CMS), an algorithm to supervise vision using proprioception. Project Page: tinyurl.com/4sr5d6z3 1/5
    00:00
    20K
  • user avatar
    Antonio Loquercio
    @antoniloq
    Aug 30, 2023
    Only five years ago, @kaufmann_elia and I were proud of having vision-based drone racing at walking speed. After years of hard work (by us and many other people in the community), we achieved super-human performance. Next challenge: generalization Paper: tinyurl.com/mrymfd6v
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    Antonio Loquercio
    @antoniloq
    Feb 24, 2022
    They told me to follow in my advisor's footsteps. To be more efficient, I've coded my robot to do it for me 🤖 Starring prof Jitendra Malik. Ph. Credits: @akanazawa
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    Antonio Loquercio
    @antoniloq
    Jun 8, 2020
    Very motivated by the Plenary Talk of @ylecun at #ICRA2020! What he identifies as the "next big challenges" of #Robotics is exactly the core of our research at the Robotics and Perception Group in @UZH_en!
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    Antonio Loquercio
    @antoniloq
    Mar 14, 2021
    Check out our #ICRA2021 workshop on perception and action in dynamic environments! We have amazing speakers and organized a competition for autonomous drone navigation in a forest (Prize is a Skydio2)! uzh-rpg.github.io/PADE-ICRA2021/ w/ @davsca1, @lucacarlone1, @MarkusRyll
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    Antonio Loquercio
    @antoniloq
    Jun 16, 2023
    It was great to spend the afternoon in #Stanford at @drmapavone’s lab and give a talk about my recent work on #robot 🤖 learning. Got plenty of new ideas speaking with many interesting and smart people there, looking forward to coming back soon!
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  • user avatar
    Antonio Loquercio
    @antoniloq
    Oct 17, 2020
    #Flightmare accepted to the conference on Robot Learning #CORL2020 🎉🍾 Integrating reviewers’ comments and soon releasing an improved version 💪 #UZH #ETH #drones #Simulation
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    Davide Scaramuzza
    @davsca1
    Sep 3, 2020
    Are you looking for a photo-realistic, customizable, and easy to use simulator for #drones? Then, #Flightmare is what you need! Compatible with #ROS, #OpenAI Gym, and #Oculus. Website: uzh-rpg.github.io/flightmare/ Kudos to @Cprimer_ @kaufmann_elia @antoniloq #UZH_en
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    Antonio Loquercio
    @antoniloq
    Jun 1, 2021
    Check out our #ICRA2021 workshop on Perception and Action in Dynamic Environments: uzh-rpg.github.io/PADE-ICRA2021/ We have an amazing line of speakers, take the opportunity to join to ask questions! Workshop will be on Friday, June the 4th! w/ @davsca1 @lucacarlone1 @MarkusRyll

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