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People still say humanoid robots cannot handle creativity, rhythm, or coordinated motion. Meanwhile, a Unitree humanoid is already playing drums with timing, arm synchronization, balance control, and real time motion planning. Here is why this matters: Goldman Sachs projects the humanoid robot market could reach $38 billion by 2035,...

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TechniaHQ | humanoid robots

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22,283 次观看 • 28 天前 •via X (Twitter)

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⚡️ NEW: The Unitree G1 humanoid robot showcased advanced walking, balance, and movement capabilities powered by AI-driven real-time motion control.
0:27

⚡️ NEW: The Unitree G1 humanoid robot showcased advanced walking, balance, and movement capabilities powered by AI-driven real-time motion control.

Cointelegraph

49,431 次观看 • 13 天前

🎾Your humanoid tennis player is here!🤖 Introducing LATENT (Learning Athletic Humanoid Tennis Skills from Imperfect Human Motion Data) — the world’s first real-time whole-body planning and control algorithm for athletic humanoid tennis. For the first time, a humanoid robot can sustain high-dynamic, long-horizon tennis rallies with millisecond-level reactions, precise ball striking, and natural whole-body motion. This marks a leap from mechanical motion imitation to intelligent, decision-driven athletic interaction. #Galbot #Robotics #Innovation #AI #Technology #Humanoid
1:25

🎾Your humanoid tennis player is here!🤖 Introducing LATENT (Learning Athletic Humanoid Tennis Skills from Imperfect Human Motion Data) — the world’s first real-time whole-body planning and control algorithm for athletic humanoid tennis. For the first time, a humanoid robot can sustain high-dynamic, long-horizon tennis rallies with millisecond-level reactions, precise ball striking, and natural whole-body motion. This marks a leap from mechanical motion imitation to intelligent, decision-driven athletic interaction. #Galbot #Robotics #Innovation #AI #Technology #Humanoid

Galbot

45,453 次观看 • 2 个月前

A humanoid robot playing a Yamaha drum kit is one of the cleanest ways to test rhythm control in public. Drumming exposes timing, wrist motion, impact force, arm recovery, and coordination between both hands. Even if the routine is pre-programmed or assisted, the useful part is visible: the robot has to strike, reset, and stay in rhythm without turning into random arm movement. Robot musicians may look funny today. They are quietly testing the same control problems needed for household robots, factory arms, and physical AI systems that work around humans. Would you call this entertainment, robotics research, or the early market for robot performers?
0:20

A humanoid robot playing a Yamaha drum kit is one of the cleanest ways to test rhythm control in public. Drumming exposes timing, wrist motion, impact force, arm recovery, and coordination between both hands. Even if the routine is pre-programmed or assisted, the useful part is visible: the robot has to strike, reset, and stay in rhythm without turning into random arm movement. Robot musicians may look funny today. They are quietly testing the same control problems needed for household robots, factory arms, and physical AI systems that work around humans. Would you call this entertainment, robotics research, or the early market for robot performers?

TechniaHQ | humanoid robots

208,048 次观看 • 13 天前

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

113,447 次观看 • 22 天前

Researchers developed a system called LATENT that teaches humanoid robots to play tennis using small pieces of human movement data. It learns basic motion fragments, then corrects and combines them to create natural movements and swings. The system was tested on the Unitree G1 humanoid robot, enabling it to hit balls and rally with human players.
0:22

Researchers developed a system called LATENT that teaches humanoid robots to play tennis using small pieces of human movement data. It learns basic motion fragments, then corrects and combines them to create natural movements and swings. The system was tested on the Unitree G1 humanoid robot, enabling it to hit balls and rally with human players.

Space and Technology

45,596 次观看 • 1 个月前

Motion at Will, Power in Balance: The DR02 humanoid robot from DEEP Robotics
0:53

Motion at Will, Power in Balance: The DR02 humanoid robot from DEEP Robotics

DEEP Robotics

2,128,034 次观看 • 5 个月前

🤯Mind blowing show at annual #SpringFestivalGala, Chinese humanoid robotsin 2025 vs 2026. The Unitree could practice #KungFu in a coordinated routine with spatial precision, rhythm control, and dynamic balance adjustments in real time.
0:37

🤯Mind blowing show at annual #SpringFestivalGala, Chinese humanoid robotsin 2025 vs 2026. The Unitree could practice #KungFu in a coordinated routine with spatial precision, rhythm control, and dynamic balance adjustments in real time.

Shen Shiwei 沈诗伟

42,392 次观看 • 3 个月前

Researchers developed Hitter, a humanoid robot that can play table tennis in real-world settings. It was trained on the Unitree G1 robot to predict the ball’s path, choose the right shot, and react in less than a second. In tests, it achieved 106 consecutive shots with a human and even rallied with another humanoid robot.
0:30

Researchers developed Hitter, a humanoid robot that can play table tennis in real-world settings. It was trained on the Unitree G1 robot to predict the ball’s path, choose the right shot, and react in less than a second. In tests, it achieved 106 consecutive shots with a human and even rallied with another humanoid robot.

Space and Technology

25,681 次观看 • 1 个月前

🤖 INTERESTING: Torobo is demonstrating real-time human motion imitation, bringing humanoid robots one step closer to natural human-like movement.
0:23

🤖 INTERESTING: Torobo is demonstrating real-time human motion imitation, bringing humanoid robots one step closer to natural human-like movement.

Cointelegraph

21,794 次观看 • 6 天前

How can we build a general-purpose “foundation model” for robot motion? Zhengyi “Zen” Luo joins us to talk about SONIC, which uses motion tracking as a foundational task for humanoid robot control, and scales humanoid control training to 9k GPU hours and 100 million frames worth of data. The result: a model with a generally-useful embedding space that can be controlled by a VLA, or from human video, to perform a wide variety of humanoid whole-body-control tasks, including with zero-shot transfer to previously unseen motions. Watch episode 72 of RoboPapers, with Michael Cho - Rbt/Acc and Jiafei Duan, now!
59:44

How can we build a general-purpose “foundation model” for robot motion? Zhengyi “Zen” Luo joins us to talk about SONIC, which uses motion tracking as a foundational task for humanoid robot control, and scales humanoid control training to 9k GPU hours and 100 million frames worth of data. The result: a model with a generally-useful embedding space that can be controlled by a VLA, or from human video, to perform a wide variety of humanoid whole-body-control tasks, including with zero-shot transfer to previously unseen motions. Watch episode 72 of RoboPapers, with Michael Cho - Rbt/Acc and Jiafei Duan, now!

RoboPapers

24,757 次观看 • 1 个月前

TWIST: a real-time teleoperation system for humanoid robots to mimic whole-body motions. Reference motion data is generated by retargeting human motion-capture data to the robot. Then, the controller is trained in simulation using reinforcement learning and behavior cloning.
0:58

TWIST: a real-time teleoperation system for humanoid robots to mimic whole-body motions. Reference motion data is generated by retargeting human motion-capture data to the robot. Then, the controller is trained in simulation using reinforcement learning and behavior cloning.

The Humanoid Hub

46,715 次观看 • 1 年前

Full-body joint tracking + smart gloves capture every nuance of human motion, which is retargeted in real-time to a humanoid robot (here, Tesla Optimus) for smooth teleoperation. This is the power of inertial motion capture. More than control, mocap is the gold standard for collecting high-fidelity humanoid training data. Advanced AI algorithms transform raw accelerometer streams into precise 3D joint poses, turning human movement into lifelike robot action.
0:20

Full-body joint tracking + smart gloves capture every nuance of human motion, which is retargeted in real-time to a humanoid robot (here, Tesla Optimus) for smooth teleoperation. This is the power of inertial motion capture. More than control, mocap is the gold standard for collecting high-fidelity humanoid training data. Advanced AI algorithms transform raw accelerometer streams into precise 3D joint poses, turning human movement into lifelike robot action.

Reborn

95,416 次观看 • 10 个月前

Another new humanoid robot is here. This headless humanoid robot is called Calvin-40. It is the first industrial humanoid robot developed by the French company Wandercraft. It is human-sized and voice-controlled. It is mainly used in manufacturing factories, but can also be used for medical care. It is worth mentioning that its hands can switch to end effectors such as suction cups, grippers, and dexterous hands to adapt to the needs.
0:32

Another new humanoid robot is here. This headless humanoid robot is called Calvin-40. It is the first industrial humanoid robot developed by the French company Wandercraft. It is human-sized and voice-controlled. It is mainly used in manufacturing factories, but can also be used for medical care. It is worth mentioning that its hands can switch to end effectors such as suction cups, grippers, and dexterous hands to adapt to the needs.

CyberRobo

12,683 次观看 • 1 年前

Tomorrow’s Science, Today’s Robot A humanoid robot is a type of robot designed to look and act like a human being. It usually has a body structure with a head, torso, arms, and legs, and may be programmed to walk, talk, or perform tasks similar to humans. Some humanoid robots are made mainly for research and testing, while others are used in healthcare, customer service, education, or entertainment. Advanced ones even use artificial intelligence (AI) to recognise speech, facial expressions, and interact naturally with people.
0:57

Tomorrow’s Science, Today’s Robot A humanoid robot is a type of robot designed to look and act like a human being. It usually has a body structure with a head, torso, arms, and legs, and may be programmed to walk, talk, or perform tasks similar to humans. Some humanoid robots are made mainly for research and testing, while others are used in healthcare, customer service, education, or entertainment. Advanced ones even use artificial intelligence (AI) to recognise speech, facial expressions, and interact naturally with people.

NTANetwork

349,322 次观看 • 8 个月前

Adam, a full-size humanoid robot from PNDbotics, performed the energetic Charleston dance with impressive balance and control. It showed fast footwork, smooth turns, and natural arm and leg movements while staying perfectly stable. This proves modern humanoid robots can perform complex dance routines with high accuracy.
0:28

Adam, a full-size humanoid robot from PNDbotics, performed the energetic Charleston dance with impressive balance and control. It showed fast footwork, smooth turns, and natural arm and leg movements while staying perfectly stable. This proves modern humanoid robots can perform complex dance routines with high accuracy.

Space and Technology

26,000 次观看 • 1 个月前

A humanoid robot chasing a herd of wild boars The robot is seen shouting and chasing them out of the neighborhood. He even waves goodbye once they’re gone Shouting “Idźcie stąd!” (Polish for “Go away!” or “Get out of here!”) Edward is a Unitree G1 humanoid robot, manufactured in China. The hardware cost around $25,000 This same robot has visited the Polish parliament and debated politicians
0:34

A humanoid robot chasing a herd of wild boars The robot is seen shouting and chasing them out of the neighborhood. He even waves goodbye once they’re gone Shouting “Idźcie stąd!” (Polish for “Go away!” or “Get out of here!”) Edward is a Unitree G1 humanoid robot, manufactured in China. The hardware cost around $25,000 This same robot has visited the Polish parliament and debated politicians

Wall Street Apes

36,274 次观看 • 1 个月前

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 次观看 • 7 个月前

A new humanoid robot Spirit AI from China releases a new generation of wheeled humanoid robot Moz1 It is the first embodied intelligent robot with high-precision force control of the whole body, with 26 degrees of freedom, built based on the world's highest power density integrated force control joint. It takes speed, precision and safety to a higher level. It is worth mentioning that Moz1 is driven by SpiritAI's latest OneTwoVLA. It only needs one model to think and operate at the same time, and correct errors autonomously, just like humans, without separating the two systems of "thinking planning" and "coordinated execution". One system is seamlessly connected, which is conducive to dealing with complex, personalized, and immediate tasks, especially in home and care applications.
1:00

A new humanoid robot Spirit AI from China releases a new generation of wheeled humanoid robot Moz1 It is the first embodied intelligent robot with high-precision force control of the whole body, with 26 degrees of freedom, built based on the world's highest power density integrated force control joint. It takes speed, precision and safety to a higher level. It is worth mentioning that Moz1 is driven by SpiritAI's latest OneTwoVLA. It only needs one model to think and operate at the same time, and correct errors autonomously, just like humans, without separating the two systems of "thinking planning" and "coordinated execution". One system is seamlessly connected, which is conducive to dealing with complex, personalized, and immediate tasks, especially in home and care applications.

CyberRobo

26,755 次观看 • 11 个月前

How do you give a humanoid the general motion capability? Not just single motions, but all motion? Introducing SONIC, our new work on supersizing motion tracking for natural humanoid control. We argue that motion tracking is the scalable foundation task for humanoids. So we "supersized" it: 9k+ GPU hours and 100M+ motion frames. But tracking alone is not enough; we show how to make a useful control system out of it: - Universal Kinematic Planner: Enables game-like gamepad control and high-level teleoperation, just like controlling a character in a game. - VR Full-Body Teleop: Direct, real-time whole-body control by a human wearing a VR headset. - VR Keypoint Teleop: Control the upper body (hands/head) while our planner handles robust locomotion automatically. - VLA Integration: We connect this motion tracker to autonomous Visual-Language-Action (VLA) models for autonomous task execution! We use a Universal Token Space to UNIFY this command space, turning our robust tracker into a general-purpose, programmable humanoid brain. This is the generalist "System 1" for humanoids. 🚀 Project: #Humanoids #Robotics #AI #FoundationModels #NVIDIAResearch 🧠🔥
1:32

How do you give a humanoid the general motion capability? Not just single motions, but all motion? Introducing SONIC, our new work on supersizing motion tracking for natural humanoid control. We argue that motion tracking is the scalable foundation task for humanoids. So we "supersized" it: 9k+ GPU hours and 100M+ motion frames. But tracking alone is not enough; we show how to make a useful control system out of it: - Universal Kinematic Planner: Enables game-like gamepad control and high-level teleoperation, just like controlling a character in a game. - VR Full-Body Teleop: Direct, real-time whole-body control by a human wearing a VR headset. - VR Keypoint Teleop: Control the upper body (hands/head) while our planner handles robust locomotion automatically. - VLA Integration: We connect this motion tracker to autonomous Visual-Language-Action (VLA) models for autonomous task execution! We use a Universal Token Space to UNIFY this command space, turning our robust tracker into a general-purpose, programmable humanoid brain. This is the generalist "System 1" for humanoids. 🚀 Project: #Humanoids #Robotics #AI #FoundationModels #NVIDIAResearch 🧠🔥

Zhengyi “Zen” Luo

61,761 次观看 • 7 个月前