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LimX Dynamics P1 is a versatile bipedal robot equipped with reinforcement learning capabilities, enabling it to master challenging terrains such as forests and ditches while maintaining its balance.

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3,295,229 görüntüleme • 2 yıl önce •via X (Twitter)

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RedNord profil fotoğrafı
RedNord2 yıl önce

Just wait till they get bigger

Germs profil fotoğrafı
Germs2 yıl önce

but can it pass the log test?

Frens Kafka profil fotoğrafı
Frens Kafka2 yıl önce

We need to start a selective breeding program for Koala Bears immediately. We're gonna need some back up in the ai uprising.

Stuart Clarke profil fotoğrafı
Stuart Clarke2 yıl önce

George with his lawyer on speed dial.🤣

EJ profil fotoğrafı
EJ2 yıl önce

But can it survive against Ewoks?

Clifton Duncan profil fotoğrafı
Clifton Duncan2 yıl önce

All I need is some cable and an X-wing and that thing is toast

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TheForgotThings2 yıl önce

Moments the team USA danced their way into water, shocking the world with Michael Jackson’s Smooth Criminal once again!

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Roberto Rivera 🇵🇷2 yıl önce

Not sure if the vibe is ED-209 or AT-ST.

Marcus Schuff profil fotoğrafı
Marcus Schuff2 yıl önce

Why does the robot industry seem to focus on bipedal robots? Most land animals that have evolved on Earth are quadrupeds, and quadrupeds have a significant advantage on uneven terrain.

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IamLegend 🇺🇸2 yıl önce

Star Wars Robot minus the head

Benzer Videolar

Introducing P1: the cutest and toughest bipedal robot mastering AI reinforcement learning to conquer wild terrains while shrugging off kicks and sticks! 🤖
2:34

Introducing P1: the cutest and toughest bipedal robot mastering AI reinforcement learning to conquer wild terrains while shrugging off kicks and sticks! 🤖

Interesting Engineering

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The 120kg, wheeled Torobo humanoid robot Has a bipedal sibling. 東京ロボティクス株式会社 is testing this bipedal humanoid robot to enable it to walk in a human-like manner. As is evident, it is significantly lighter than its wheeled counterpart. Torobo is primarily designed for industrial applications,such as lifting and grasping heavy objects. The bipedal Torobo will offer enhanced versatility. In the future, Tokyo Robotics plans to integrate AI capabilities, enabling the robot to make autonomous decisions and take independent action.
1:37

The 120kg, wheeled Torobo humanoid robot Has a bipedal sibling. 東京ロボティクス株式会社 is testing this bipedal humanoid robot to enable it to walk in a human-like manner. As is evident, it is significantly lighter than its wheeled counterpart. Torobo is primarily designed for industrial applications,such as lifting and grasping heavy objects. The bipedal Torobo will offer enhanced versatility. In the future, Tokyo Robotics plans to integrate AI capabilities, enabling the robot to make autonomous decisions and take independent action.

CyberRobo

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Maybe your first robot doesn’t have to be humanoid. Or maybe it’s a cyber ostrich. Tron1 from Shenzhen-based Limx Dynamics is equipped with a robotic arm that can sense 3D environments and perform tasks. Its wheeled and bipedal form allows it to adapt to terrain and mission needs. In addition to the robotic arm, it can also carry peripherals such as radar, sensors, and voice interaction to meet cross-domain scientific research and application development needs such as 3D space mapping, path planning, and human-computer interaction.
1:07

Maybe your first robot doesn’t have to be humanoid. Or maybe it’s a cyber ostrich. Tron1 from Shenzhen-based Limx Dynamics is equipped with a robotic arm that can sense 3D environments and perform tasks. Its wheeled and bipedal form allows it to adapt to terrain and mission needs. In addition to the robotic arm, it can also carry peripherals such as radar, sensors, and voice interaction to meet cross-domain scientific research and application development needs such as 3D space mapping, path planning, and human-computer interaction.

CyberRobo

42,049 görüntüleme • 1 yıl önce

Oli, a humanoid robot by LimX Dynamics, can walk across rough construction debris without losing balance. It can even hit a rock and quickly recover while continuing forward. Using 3D cameras, LiDAR, and sensors, it maps the area and adjusts its steps to move safely.
0:27

Oli, a humanoid robot by LimX Dynamics, can walk across rough construction debris without losing balance. It can even hit a rock and quickly recover while continuing forward. Using 3D cameras, LiDAR, and sensors, it maps the area and adjusts its steps to move safely.

Space and Technology

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🚨 New drop from LimX Dynamics — TRON 1. Combining bipedal traversal, wheeled speed, and fine manipulation, it handles complex terrain with ease. Modular top, real-world usability, and smooth coordination with its twin, it is designed for real-world deployment.
0:28

🚨 New drop from LimX Dynamics — TRON 1. Combining bipedal traversal, wheeled speed, and fine manipulation, it handles complex terrain with ease. Modular top, real-world usability, and smooth coordination with its twin, it is designed for real-world deployment.

Reborn

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How can a humanoid robot maintain stability in an extremely random environment? Limx Dynamics from Shenzhen put the bipedal robot TRON 1 in the trunk of a truck with a maximum speed of 70km/h and a maximum acceleration of 1G. The vehicle kept stopping, braking, accelerating, decelerating, and turning randomly. With zero assistance, TRON 1 demonstrated its outstanding ability to cope with impacts, maintain balance, and get up after falling.
2:00

How can a humanoid robot maintain stability in an extremely random environment? Limx Dynamics from Shenzhen put the bipedal robot TRON 1 in the trunk of a truck with a maximum speed of 70km/h and a maximum acceleration of 1G. The vehicle kept stopping, braking, accelerating, decelerating, and turning randomly. With zero assistance, TRON 1 demonstrated its outstanding ability to cope with impacts, maintain balance, and get up after falling.

CyberRobo

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NAVIAI-I3, a more robust humanoid robot, was launched by the Zhejiang Humanoid Robotics Innovation Center. Standing 1.8 meters tall, it can run like a human and walk on various terrains. This humanoid robot appears to be primarily designed for specialized industrial tasks, such as security patrols in underground parking lots. They previously launched the lightweight bipedal NVAI-2 and a wheeled humanoid robot. The bipedal robot is used in manufacturing operations, while the wheeled humanoid robot is used for unstructured, flexible tasks such as warehouse sorting, supermarket shelving, and office cleaning. We filmed this demonstration at the World Robot Conference; you can see it in the comments section.
1:00

NAVIAI-I3, a more robust humanoid robot, was launched by the Zhejiang Humanoid Robotics Innovation Center. Standing 1.8 meters tall, it can run like a human and walk on various terrains. This humanoid robot appears to be primarily designed for specialized industrial tasks, such as security patrols in underground parking lots. They previously launched the lightweight bipedal NVAI-2 and a wheeled humanoid robot. The bipedal robot is used in manufacturing operations, while the wheeled humanoid robot is used for unstructured, flexible tasks such as warehouse sorting, supermarket shelving, and office cleaning. We filmed this demonstration at the World Robot Conference; you can see it in the comments section.

CyberRobo

15,521 görüntüleme • 8 ay önce

LimX TRON 1 just unveiled a new UWB positioning kit, enabling the robot to become your seamless, all-terrain smart partner with enhanced stability and precision following. Its enhanced capabilities include: 🏃 All-Terrain Mastery: Traversing rough ground as if it were flat. 🎯 Precise Shadowing: Stays close for accurate, constant tracking. 🛡️ Impact Resistance: Maintains rock-solid stability despite external shocks.
1:12

LimX TRON 1 just unveiled a new UWB positioning kit, enabling the robot to become your seamless, all-terrain smart partner with enhanced stability and precision following. Its enhanced capabilities include: 🏃 All-Terrain Mastery: Traversing rough ground as if it were flat. 🎯 Precise Shadowing: Stays close for accurate, constant tracking. 🛡️ Impact Resistance: Maintains rock-solid stability despite external shocks.

RoboHub🤖

32,874 görüntüleme • 8 ay önce

Robot policies must be both reliable and highly capable to be useful; the best way to achieve this level of performance is with reinforcement learning. However, for reinforcement learning you are usually stuck between two difficult options: reinforcement in the real world is often risky and expensive, while reinforcement learning in a traditional simulator takes a lot of engineering work and has a persistent sim-to-real gap. What if instead you could train your robot purely in a world model? RISE by Jiazhi Yang et al. uses a compositional world model to predict the future and evaluate progress. This allows for a self-improving pipeline, which learns a world model from real data and then learns how the robot should perform different tasks. This pipeline results in a data-driven way to improve policy performance from real data but without real-world reinforcement learning. Watch Episode #86 of RoboPapers, with Chris Paxton and Jiafei Duan, to learn more!
53:45

Robot policies must be both reliable and highly capable to be useful; the best way to achieve this level of performance is with reinforcement learning. However, for reinforcement learning you are usually stuck between two difficult options: reinforcement in the real world is often risky and expensive, while reinforcement learning in a traditional simulator takes a lot of engineering work and has a persistent sim-to-real gap. What if instead you could train your robot purely in a world model? RISE by Jiazhi Yang et al. uses a compositional world model to predict the future and evaluate progress. This allows for a self-improving pipeline, which learns a world model from real data and then learns how the robot should perform different tasks. This pipeline results in a data-driven way to improve policy performance from real data but without real-world reinforcement learning. Watch Episode #86 of RoboPapers, with Chris Paxton and Jiafei Duan, to learn more!

RoboPapers

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In 2025, Agibot unveiled X2-N, a robot that can walk on two legs and switch to wheels for faster movement. It adapts to different terrains like stairs and hallways with ease. X2-N uses proprioception to sense its body movement and balance instead of cameras.
0:34

In 2025, Agibot unveiled X2-N, a robot that can walk on two legs and switch to wheels for faster movement. It adapts to different terrains like stairs and hallways with ease. X2-N uses proprioception to sense its body movement and balance instead of cameras.

Space and Technology

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The quadruped you can assemble yourself. Stella is an educational quadruped robot developed by Ahead. Designed for hands-on learning and self-assembly, the robot uses durable 3D-printed components. Ideal for all education levels, it is easy to repair, infinitely extendable, and equipped with advanced hardware and software. Despite its compact design, Stella is versatile, capable of operating in various environments and even carrying payloads like an optional robotic arm. A powerful tool for exploring robotics.
0:32

The quadruped you can assemble yourself. Stella is an educational quadruped robot developed by Ahead. Designed for hands-on learning and self-assembly, the robot uses durable 3D-printed components. Ideal for all education levels, it is easy to repair, infinitely extendable, and equipped with advanced hardware and software. Despite its compact design, Stella is versatile, capable of operating in various environments and even carrying payloads like an optional robotic arm. A powerful tool for exploring robotics.

Circuit

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Japanese robotics startup Tokyo Robotics has developed a humanoid robot called Torobo. The robot walks with smooth and natural human-like movement. It can also copy human motions in real time through full-body remote control while maintaining good balance.
0:23

Japanese robotics startup Tokyo Robotics has developed a humanoid robot called Torobo. The robot walks with smooth and natural human-like movement. It can also copy human motions in real time through full-body remote control while maintaining good balance.

Space and Technology

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🤯incredible,its playability and usability are outstanding. Tron2 is a LEGO robot. It can be assembled into various forms depending on the scenario, including bipedal, wheeled, and humanoid torso configurations, and its end effectors are also interchangeable. Each form of the robot is driven by a VLA model. It can perform complex movements and can also be integrated into existing workflows to perform tasks. It's worth mentioning that this solves the problem of which type of humanoid robot to use. Each user can assemble the robot in a configuration that suits their specific scenario, making it truly flexible and versatile – it doesn't necessarily have to be bipedal or wheeled... I look forward to seeing more real-world use cases.
2:34

🤯incredible,its playability and usability are outstanding. Tron2 is a LEGO robot. It can be assembled into various forms depending on the scenario, including bipedal, wheeled, and humanoid torso configurations, and its end effectors are also interchangeable. Each form of the robot is driven by a VLA model. It can perform complex movements and can also be integrated into existing workflows to perform tasks. It's worth mentioning that this solves the problem of which type of humanoid robot to use. Each user can assemble the robot in a configuration that suits their specific scenario, making it truly flexible and versatile – it doesn't necessarily have to be bipedal or wheeled... I look forward to seeing more real-world use cases.

CyberRobo

67,287 görüntüleme • 7 ay önce

Just months after its debut, Atlas is proving why it is the world’s most capable and dynamic humanoid robot, ready for real work. Lifting a mini-fridge is a feat of strength, but the true breakthrough is in the underlying reinforcement learning and controls systems.
5:34

Just months after its debut, Atlas is proving why it is the world’s most capable and dynamic humanoid robot, ready for real work. Lifting a mini-fridge is a feat of strength, but the true breakthrough is in the underlying reinforcement learning and controls systems.

Boston Dynamics

41,556 görüntüleme • 2 ay önce

🧐Applying world models to improve real-world policy on challenging manipulation tasks used to be considered out of reach. 😌After sustained effort, we’re now seeing encouraging progress. 🚀Thrilled to introduce RISE: Self-Improving Robot Policy with Compositional World Model RISE is, to our knowledge, the first work to use a world model as an effective learning environment for challenging real-world manipulation, enabling policy improvement on tasks that demand high dynamics, dexterity, and precision. Incredible teamwork with Kunyang Lin Hongyang Li Yue Xiangyu Hao Zhao Chonghao Sima
4:04

🧐Applying world models to improve real-world policy on challenging manipulation tasks used to be considered out of reach. 😌After sustained effort, we’re now seeing encouraging progress. 🚀Thrilled to introduce RISE: Self-Improving Robot Policy with Compositional World Model RISE is, to our knowledge, the first work to use a world model as an effective learning environment for challenging real-world manipulation, enabling policy improvement on tasks that demand high dynamics, dexterity, and precision. Incredible teamwork with Kunyang Lin Hongyang Li Yue Xiangyu Hao Zhao Chonghao Sima

Jiazhi Yang ✈️ RSS2026

76,440 görüntüleme • 5 ay önce

Boston Dynamics recently showcased Atlas performing a powerful backflip with remarkable precision. The robot landed cleanly on its toes and immediately launched into a second backflip. This advanced capability is powered by a whole-body learning system developed by the RAI Institute and deployed by Boston Dynamics.
0:24

Boston Dynamics recently showcased Atlas performing a powerful backflip with remarkable precision. The robot landed cleanly on its toes and immediately launched into a second backflip. This advanced capability is powered by a whole-body learning system developed by the RAI Institute and deployed by Boston Dynamics.

Space and Technology

78,917 görüntüleme • 1 ay önce

Excited to share a new humanoid robot platform we’ve been working on. Berkeley Humanoid is a reliable and low-cost mid-scale research platform for learning-based control. We demonstrate the robot walking on various terrains and dynamic hopping with a simple RL controller.
0:49

Excited to share a new humanoid robot platform we’ve been working on. Berkeley Humanoid is a reliable and low-cost mid-scale research platform for learning-based control. We demonstrate the robot walking on various terrains and dynamic hopping with a simple RL controller.

Qiayuan Liao

80,436 görüntüleme • 2 yıl önce

I trained a humanoid robot to play famous anime openings on the piano with reinforcement learning (Attack on Titan, Evangelion, SAO, and more) how I did it + surprising discoveries in thread🧵
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I trained a humanoid robot to play famous anime openings on the piano with reinforcement learning (Attack on Titan, Evangelion, SAO, and more) how I did it + surprising discoveries in thread🧵

anandmaj

24,589 görüntüleme • 1 yıl önce