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These are not CGI. Reinforcement learning is so back. When operating on strings, it gives us o3. When operating on physical motors, it gives us a perfect humanoid backflip and a robot creature that out-maneuvers almost every animal on earth. RL is one of the only learning algorithms that... show more

Jim Fan

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356,697 görüntüleme • 1 yıl önce •via X (Twitter)

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Aleksa Gordić 🍿🤖 profil fotoğrafı

Aleksa Gordić 🍿🤖1 yıl önce

boston dynamics demo is controlled and we were capable of doing that for years now (e.g. their Atlas robot) but the thing that unitree robot is doing in the natural environment i find it hard to believe this is not cgi? this is a ChatGPT moment for robotics? why isn't this all over the timelines?

Digital Currency profil fotoğrafı

Digital Currency2 yıl önce

From 3D modeling to VR/AR development, our MSc in Metaverse program equips you with the technical skills to excel in the rapidly evolving digital world. Don't miss out—enroll today! #UNIC #MScMetaverse

AI Notkilleveryoneism Memes ⏸️ profil fotoğrafı

AI Notkilleveryoneism Memes ⏸️1 yıl önce

the age of the human generated reward function is over. the age of the AI generated reward function has come.

Abe Murray profil fotoğrafı

Abe Murray1 yıl önce

For folks close to this - how brittle is this? The issue with Boston Dynamics was always the blooper reel and the brittle nature of the reality behind the videos. Is reliability here 95%? 99%? 5x9's? Any insiders have a take on this?

Yuchen Jin profil fotoğrafı

Yuchen Jin1 yıl önce

Unitree is crazy

Chris Paxton profil fotoğrafı

Chris Paxton1 yıl önce

Do you have a source on that BD video being RL?

Shiraz Akmal profil fotoğrafı

Shiraz Akmal1 yıl önce

Reward function

Thanos Variant profil fotoğrafı

Thanos Variant1 yıl önce

That Unitree is so close to being an Autobot

Tianbao Xie profil fotoğrafı

Tianbao Xie1 yıl önce

"Give me a reward function, and I shall move the world." Time to scale on it!!!

H profil fotoğrafı

H1 yıl önce

How often do you have to replace those wheels?

Randall Briggs profil fotoğrafı

Randall Briggs1 yıl önce

What are the reward functions in these cases, would you say?

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When we say that the aggressor must not receive any reward for the war, so that peace can truly last, everyone must understand – these are not just words. Unfortunately, the world already had the chance to verify this twelve years ago. Russia’s war against Ukraine began with the occupation of our Crimea, and the world effectively turned a blind eye to this. The leaders back then showed little interest in the protests and resistance in Crimea and in Ukraine’s overall sentiment. The world advised Ukraine to stay silent. That is exactly why Putin came to believe he could wage a much larger war and confront the West even more aggressively. Now, every year on February 26 – the Day of Resistance to the Occupation of Crimea – we remember this global lesson, honouring those who did not stay silent and did not falter in the face of Russian aggression, and we insist that holding the aggressor accountable for war is one of the strongest security guarantees – one of the strongest prerequisites for lasting peace. I thank everyone around the world who supports us in this, participates in the work of our Crimea Platform and other international formats that remind the world about Crimea and the meaning of its occupation by Russia. I thank everyone who helps Ukraine resist Russian repression in Crimea, assists us in returning people from captivity, and prevents the occupying regime from consolidating its power. Russian presence on our peninsula serves only war, and nothing else. There must be peace, and therefore Crimea is Ukraine, and the world must always recognize this fact. Qırım evine qaytmalıdır! Glory to Ukraine!

When we say that the aggressor must not receive any reward for the war, so that peace can truly last, everyone must understand – these are not just words. Unfortunately, the world already had the chance to verify this twelve years ago. Russia’s war against Ukraine began with the occupation of our Crimea, and the world effectively turned a blind eye to this. The leaders back then showed little interest in the protests and resistance in Crimea and in Ukraine’s overall sentiment. The world advised Ukraine to stay silent. That is exactly why Putin came to believe he could wage a much larger war and confront the West even more aggressively. Now, every year on February 26 – the Day of Resistance to the Occupation of Crimea – we remember this global lesson, honouring those who did not stay silent and did not falter in the face of Russian aggression, and we insist that holding the aggressor accountable for war is one of the strongest security guarantees – one of the strongest prerequisites for lasting peace. I thank everyone around the world who supports us in this, participates in the work of our Crimea Platform and other international formats that remind the world about Crimea and the meaning of its occupation by Russia. I thank everyone who helps Ukraine resist Russian repression in Crimea, assists us in returning people from captivity, and prevents the occupying regime from consolidating its power. Russian presence on our peninsula serves only war, and nothing else. There must be peace, and therefore Crimea is Ukraine, and the world must always recognize this fact. Qırım evine qaytmalıdır! Glory to Ukraine!

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SECRETARY RUBIO on help from the G7: It’s not help for us. Like I said, very little of U.S. energy comes through the Strait of Hormuz. It's the world that has a great interest in that. So they should step up and deal with it.

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