正在加载视频...

视频加载失败

加载此视频时出现问题。这可能是由于临时网络问题，或视频可能不可用。

A student just trained this within a day, no tedious tuning, no sim2real tricks, not even with sys-id. Worked in the first trial on the real robot. This explains the many recent impressive demos on G1 robot -- just the hardware. Still sim2real gaps on ankle and waist dofs tho.

C Zhang

5,778 subscribers

67,900 次观看 • 11 个月前 •via X (Twitter)

健康养生科学技术教育

Anya Rossi• Live Now

Private livecam show

0 条评论

暂无评论

原始帖子的评论将显示在这里

相关视频

System ID for legged robots is hard: (1) Discontinuous dynamics and (2) many parameters to identify and hard to "excite" them. SPI-Active is a general tool for legged robot system ID. Key ideas: (1) massively parallel sampling-based optimization, (2) structured parameter space, and (3) active exploration based on Fisher Information to collect the most informative data in real. SPI-Active provides an accurate robot model and effectively reduces the sim2real gap. In sim2real policy learning setting, it outperforms baselines by 42-63% in various quadruped & humanoid tasks. Led by Nikhil Sobanbabu Guanqi He

System ID for legged robots is hard: (1) Discontinuous dynamics and (2) many parameters to identify and hard to "excite" them. SPI-Active is a general tool for legged robot system ID. Key ideas: (1) massively parallel sampling-based optimization, (2) structured parameter space, and (3) active exploration based on Fisher Information to collect the most informative data in real. SPI-Active provides an accurate robot model and effectively reduces the sim2real gap. In sim2real policy learning setting, it outperforms baselines by 42-63% in various quadruped & humanoid tasks. Led by Nikhil Sobanbabu Guanqi He

Guanya Shi

21,442 次观看 • 1 年前

🧵 China’s humanoid robot race just entered a new era. Not with a concept video. Not with a research paper. But with a robot walking on stage in Beijing… and talking live about the future of AI.

🧵 China’s humanoid robot race just entered a new era. Not with a concept video. Not with a research paper. But with a robot walking on stage in Beijing… and talking live about the future of AI.

Priyank Ahuja

24,174 次观看 • 1 个月前

The New Internet Expands. First online board with no backend. This is the first step toward an on-chain society. Not a demo. Not a promise. A real, fully on-chain feed. Own your data. Write forever. Just Code-In. 🔗 🔗

The New Internet Expands. First online board with no backend. This is the first step toward an on-chain society. Not a demo. Not a promise. A real, fully on-chain feed. Own your data. Write forever. Just Code-In. 🔗 🔗

IQ Labs

18,010 次观看 • 1 年前

Sora's videos look impressive, but physics understanding and consistancy is still not there yet. It was a quite simple script: "A humanoid robot standing near the table with red, green and blue cubes on it performs a cube stacking task, with red in the bottom and blue on the top." Pretty impressive that it still managed to achieve the goal, only not in a very usual way.

Sora's videos look impressive, but physics understanding and consistancy is still not there yet. It was a quite simple script: "A humanoid robot standing near the table with red, green and blue cubes on it performs a cube stacking task, with red in the bottom and blue on the top." Pretty impressive that it still managed to achieve the goal, only not in a very usual way.

ViktorM🇺🇦

51,608 次观看 • 1 年前

This isn’t a robot it’s a Dominican Papibot $tsla Boston Dynamics just raised the bar again. The new Atlas moves with fluid, human-like coordination—then goes past human limits. Balance, recovery, and whole-body control are happening in real time, not pre-scripted demos. $nvda

This isn’t a robot it’s a Dominican Papibot $tsla Boston Dynamics just raised the bar again. The new Atlas moves with fluid, human-like coordination—then goes past human limits. Balance, recovery, and whole-body control are happening in real time, not pre-scripted demos. $nvda

Special Situations 🌐 Research Newsletter (Jay)

21,803 次观看 • 4 个月前

Just moments ago, a robot in a lab suddenly went berserk, marking the first robot rebellion in human history.

Just moments ago, a robot in a lab suddenly went berserk, marking the first robot rebellion in human history.

☯︎Modern Daoist Thought☯︎

13,146,632 次观看 • 1 年前

A humanoid robot took on the challenge of bamboo pole dancing in south China's Guangxi, to welcome the "Sanyuesan," a traditional festival celebrated on the third day of the third lunar month by various ethnic groups in China, which falls on April 19 this year. #SanyuesanFestival #robot #BambooPoleDance

A humanoid robot took on the challenge of bamboo pole dancing in south China's Guangxi, to welcome the "Sanyuesan," a traditional festival celebrated on the third day of the third lunar month by various ethnic groups in China, which falls on April 19 this year. #SanyuesanFestival #robot #BambooPoleDance

China Xinhua News

19,667 次观看 • 2 个月前

The first robot is pretty much done. Sorry for the bad quality, I still play and create on a potato laptop.

The first robot is pretty much done. Sorry for the bad quality, I still play and create on a potato laptop.

Manny Heffley

13,657 次观看 • 11 个月前

😢 Sad: in Miami, a delivery robot decided to end its life by waiting for a train on the tracks “A rare hardware malfunction occurred in the robot,” a spokesperson for Coco Robotics told People.

😢 Sad: in Miami, a delivery robot decided to end its life by waiting for a train on the tracks “A rare hardware malfunction occurred in the robot,” a spokesperson for Coco Robotics told People.

NEXTA

154,951 次观看 • 5 个月前

Meet #HillbotAlpha, the first fully autonomous mobile manipulation robot trained using sim-to-real technology. Designed in Hillbot’s San Diego headquarters, Hillbot Alpha represents the potential of data synthesis via simulation in robotics. Through a robust strategy that combines a small sample of real-world data with synthetic data, Hillbot Alpha can effectively adapt to evolving task requirements and environments while working safely beside humans. #Hillbot #AGI #EmbodiedAI #AI #Sim2Real #ArtificialIntelligence #Simulation #Simtoreal

Meet #HillbotAlpha, the first fully autonomous mobile manipulation robot trained using sim-to-real technology. Designed in Hillbot’s San Diego headquarters, Hillbot Alpha represents the potential of data synthesis via simulation in robotics. Through a robust strategy that combines a small sample of real-world data with synthetic data, Hillbot Alpha can effectively adapt to evolving task requirements and environments while working safely beside humans. #Hillbot #AGI #EmbodiedAI #AI #Sim2Real #ArtificialIntelligence #Simulation #Simtoreal

Hao Su

13,821 次观看 • 1 年前

Nothing to see here. Just a robot dog on a hike in the mountains. Unitree Robotics in China.

Nothing to see here. Just a robot dog on a hike in the mountains. Unitree Robotics in China.

S.L. Kanthan

13,720 次观看 • 11 个月前

Another foreign fighter was just captured on the Russian side. This time an African man, picked up near the front. No name, no ID. Just another guy thrown into a war he probably didn’t even fully understand.⬇️read the Thread for more details on this

Another foreign fighter was just captured on the Russian side. This time an African man, picked up near the front. No name, no ID. Just another guy thrown into a war he probably didn’t even fully understand.⬇️read the Thread for more details on this

COSSACKGUNDI

16,893 次观看 • 1 年前

Chinese consumer electronics maker Honor will unveil its first humanoid robot on March 1 at MWC 2026 in Barcelona. The robot is designed for retail & home service. The company sold a whopping 71 million smartphones in 2025. Looks like a customized Unitree G1 with a 2DoF neck.

Chinese consumer electronics maker Honor will unveil its first humanoid robot on March 1 at MWC 2026 in Barcelona. The robot is designed for retail & home service. The company sold a whopping 71 million smartphones in 2025. Looks like a customized Unitree G1 with a 2DoF neck.

The Humanoid Hub

58,290 次观看 • 4 个月前

PongFox is the world's first #tabletennis robot integrated with a pad! Now, not only can you simulate serving and follow-up shots as if facing a real opponent, but our pad also tracks your accuracy by counting how many balls land on it during drills. This direct feedback offers a tangible measure of consistency, pushing your practice to new heights. Elevate your game with intelligent analytics. #NextLevelTraining #SmartTableTennis #india #hardware #Robot

PongFox is the world's first #tabletennis robot integrated with a pad! Now, not only can you simulate serving and follow-up shots as if facing a real opponent, but our pad also tracks your accuracy by counting how many balls land on it during drills. This direct feedback offers a tangible measure of consistency, pushing your practice to new heights. Elevate your game with intelligent analytics. #NextLevelTraining #SmartTableTennis #india #hardware #Robot

Kiran

29,564 次观看 • 2 年前

Day 2 at World Robot Conference (WRC25) began with a visit to the world’s first robot-run restaurant and band. On stage, we saw a lineup of robotic musicians in every form — from keyboardists and guitarists to bass players and drummers — performing in perfect mechanical harmony. It makes the food even more delicious!

Day 2 at World Robot Conference (WRC25) began with a visit to the world’s first robot-run restaurant and band. On stage, we saw a lineup of robotic musicians in every form — from keyboardists and guitarists to bass players and drummers — performing in perfect mechanical harmony. It makes the food even more delicious!

Reborn

30,557 次观看 • 11 个月前

Then the student had a seizure right after 😳😳😳 WOW!!! She is okay now tho! Still don’t have the full story on how the fight started. I’m looking tho because I need to know. No kid gon fight a teacher for no reason. I know yal despise the young generation. They are disrespectful. But naw. That’s a lot.. and this teachers has a history of disrespecting students & This is not the first student she fought at the school.

Then the student had a seizure right after 😳😳😳 WOW!!! She is okay now tho! Still don’t have the full story on how the fight started. I’m looking tho because I need to know. No kid gon fight a teacher for no reason. I know yal despise the young generation. They are disrespectful. But naw. That’s a lot.. and this teachers has a history of disrespecting students & This is not the first student she fought at the school.

ᥫ᭡

768,861 次观看 • 2 年前

The Xpeng robot is a real robot, not a woman in a suit. You know you're leading the field, when people thought your robot was a person in a suit.

The Xpeng robot is a real robot, not a woman in a suit. You know you're leading the field, when people thought your robot was a person in a suit.

Zhao DaShuai 东北进修🇨🇳

18,851 次观看 • 8 个月前

The founder of Unitree Robotics, Wang Xingxing, released video footage of the G1 robot dancing in response to skepticism. Despite being interfered with ball and a stick, the robot was still able to dance smoothly. Unitree #China #Robotics

The founder of Unitree Robotics, Wang Xingxing, released video footage of the G1 robot dancing in response to skepticism. Despite being interfered with ball and a stick, the robot was still able to dance smoothly. Unitree #China #Robotics

CN Wire

75,130 次观看 • 1 年前

The next breakthrough for robot VLMs isn’t a bigger model 🧠 it’s memory. RAL accepted ✅ We show that a robot can ground a VLM using its own real-world experience, not extra training. EXPTEACH/PRAGMABOT = self-generated memory + closed-loop reflection: Fail → diagnose → replan → succeed → store experience Next time → retrieve the right experience → succeed in one shot Results on real robot tasks: 36% → 84% with reflection (STM) 22% → 80% single-trial success with long-term memory (LTM+RAG) And yes, we saw tool use emerge without explicitly asking for it. If you’re fighting brittle “VLM plans” on hardware, this is for you. #AI #Robotics ANYbotics

The next breakthrough for robot VLMs isn’t a bigger model 🧠 it’s memory. RAL accepted ✅ We show that a robot can ground a VLM using its own real-world experience, not extra training. EXPTEACH/PRAGMABOT = self-generated memory + closed-loop reflection: Fail → diagnose → replan → succeed → store experience Next time → retrieve the right experience → succeed in one shot Results on real robot tasks: 36% → 84% with reflection (STM) 22% → 80% single-trial success with long-term memory (LTM+RAG) And yes, we saw tool use emerge without explicitly asking for it. If you’re fighting brittle “VLM plans” on hardware, this is for you. #AI #Robotics ANYbotics

Haitham Bou Ammar

12,200 次观看 • 4 个月前