Nathan Boyd 🐙 @servo_boyd
Humanoid Roboticist @Apptronik | Top 0.1% of Chipotle Fans | @GeorgiaTech Alumni | LA to Texas Expat | Tweets are my own Joined June 2014-
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Very honoured to have our work on generalized legged locomotion published in Science Robotics @SciRobotics ! (with @JayHe748646 @leggedrobotics ) (I show up on the left of screenshot here) Here is a thread of takeaways and some personal opinions.
It seems like there is not enough of a policy response to the fact that, with 57M miles of data, Waymo’s autonomous vehicles experience 85% less serious injuries & 79% less injuries overall than cars with human drivers. 2.4 million are injured & 40k killed in US accidents a year
The cool Boston Dynamics results from yesterday are based on Toyota large behavior models, which are not large pretrained VLM foundation models. In the end the bottleneck for robotics is... robotics. Good data good hardware etc. Don't be disempowered.
The cool Boston Dynamics results from yesterday are based on Toyota large behavior models, which are not large pretrained VLM foundation models. In the end the bottleneck for robotics is... robotics. Good data good hardware etc. Don't be disempowered.
AgiBot (Zhiyuan Innovation) has launched sales of its full humanoid robot product lineup officially on its e-commerce website and on JD'.com. Lingxi X2: 27 DoF, 131 cm (4'3") height, 35 kg (77 lb) weight. 'Youth Edition' priced at ¥98,000 ($13.6k).
Unitree wins the gold medal for the 1500m run at the World Humanoid Robot Games, setting a world record time of 6 minutes and 34 seconds. The current men's world record is 3:26.
Want to achieve extreme performance in motion tracking—and go beyond it? Our preprint tech report is now online, with open-source code available!
Cassie was legendary
It’s Real. Unitree H1
What a vibe
Wheeled humanoid robot is also humanoid robot
Wheeled humanoid robot is also humanoid robot https://t.co/zMxxn7D2k1
Getting up is nothing fancy nowadays but it still feels great to have it.
They say the best time to tweet about your research was 1 year ago, the second best time is now. With RAI formerly known as Boston Dynamics AI Institute, we present DiffuseCloC - the first guidable physics-based diffusion model. diffusecloc.github.io/website/
Things are getting creepy…
Learning robust humanoid apologizing policy
"Map Enhancer Wizard is a tool designed to enhance 2D Occupancy Grid maps, providing users with an easy way to improve the quality and usability of their maps through a user-friendly interface." github.com/ali-pahlevani/…
Our Mujoco/MJX trained whole-body policies are getting smoother with improved footwork for deployable dynamic moves. Here’s a (long) sequence of martial-arts 🥋 references streamed in realtime to a single neural net. w/ @OKaidanov @firasalhafez @liu_puze @Jan_R_Peters
So many gold nuggets from this work.
How can we unlock generalized reasoning? ⚡️Introducing Energy-Based Transformers (EBTs), an approach that out-scales (feed-forward) transformers and unlocks generalized reasoning/thinking on any modality/problem without rewards. TLDR: - EBTs are the first model to outscale the…

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