Watch a robot AI beat a world class curling competitor
ฝัง
- เผยแพร่เมื่อ 18 พ.ค. 2024
- On the ice, a machine-learning system often triumphed over high-level South Korean players
Artificial intelligence still needs to bridge the “sim-to-real” gap. Deep-learning techniques that are all the rage in AI log superlative performances in mastering cerebral games, including chess and Go, both of which can be played on a computer. But translating simulations to the physical world remains a bigger challenge.
A robot named Curly that uses “deep reinforcement learning”-making improvements as it corrects its own errors-came out on top in three of four games against top-ranked human opponents from South Korean teams that included a women’s team and a reserve squad for the national wheelchair team. (No brooms were used).
One crucial finding was that the AI system demonstrated its ability to adapt to changing ice conditions. “These results indicate that the gap between physics-based simulators and the real world can be narrowed,” the joint South Korean-German research team wrote in Science Robotics on September 23.
Please visit our website to discover the latest advances in science and technology: bit.ly/30Z4ZpZ
Discover world-changing science with a subscription to Scientific American. Learn more: bit.ly/2RtR1cs - ยานยนต์และพาหนะ
![[TH] 2024 PMSL SEA W2D3 | Summer | ไม่อยากเหนื่อยวันเสาร์ ก็ต้องจัดเต็ม](http://i.ytimg.com/vi/CbsHmoJXjvE/mqdefault.jpg)
I, for one, welcome our new curling robot overlords.
bruh curly's straight flexing
I don't see why someone would be surprised that a robot is better at precise aiming and precisely determining the required force. This is exactly what robots in factories do every day! They are extremely good at this sort of motion.
@@Diclofen
1. When to block a path or take out certain stones seems like a very simple algorithm. To get a machine learning system to analyze 1000s of games is probably the real difficulty, but this is literally the whole purpose of machine learning.
2. The physical part of the 'throw' is completely separate from the 'strategy'. A machine can perform movements nearly perfectly. That's why games like darts and snooker are difficult for humans and very easy for machines.
3. I can neither create an AI that can do this nor play curling, so what do I know ;)
I haven't read their paper (I assume it exists), but I create robotics for industrial applications, and for personal projects I create and utilize deep neural networks (TF, Keras etc). Curling is nothing like factory robotics. The ice conditions are unpredictable and vary... the title of this vid says Curly learns and adapts for the conditions. The devs may also be using neural networks for strategy, because the sport is not simply placing the stone in the center of the target. Similar to machine learning as applied to Poker or Go, there is a level of intellectual battle and weighing your chances in very sophisticated ways.
I'd like to see how it does on non-ideal rink ice.
next stop...bowling
Maybe shuffle board?
Robots: humans, move over! we will take ur women’s too.
One day pass, the next day will come. The beginning and end of human life ... Just by keeping good memories, you can live a better life by growing more for the next generation.
"We are the Borg. Existence, as you know it, is over. We will add your biological and technological distinctiveness to our own. Resistance is futile."
Be curlfull... the robots are coming.
oh, pretty awesome and background music, too
One day pass, the next day will come. The beginning and end of human life ... Just by keeping good memories, you can live a better life by growing more for the next generation.
Thuglife.
This is amazing but one discrepancy I see is that "Curly" spins the rock throughout its delivery rather than just before release like humans do. Not a fair comparison in my humble opinion.
Such a beautiful sport!
One day pass, the next day will come. The beginning and end of human life ... Just by keeping good memories, you can live a better life by growing more for the next generation.
@@NATUREANDPEOPLE Thank you! I will try my best to leave good memories everywhere. Thank you for your personal insight!
Life = 42 Me too , I try every day to make good content.
Does this mean mixed doubles could be a robot and a human, now?
one robot AC and one robot DC
Eh, it’s no fun watching a robot play. It’s all calculation. I like seeing the humans react and adapt to each others moves.
Anyone know the name of that Korean player or her team?
I don't know too, once you know pls kindly tell me too.
One day pass, the next day will come. The beginning and end of human life ... Just by keeping good memories, you can live a better life by growing more for the next generation.
Fascinant. Et tout à fait compréhensible. Le robot calcule tout précisément : distance à parcourir, force de la poussée nécessaire pour atteindre une cible. Ce qui est impressionnant, par contre, c'est comment le robot doit parvenir à frapper exactement la pierre de l'adversaire pour la déplacer judicieusement sans affecter négativement sa propre pierre.
too big bg sound.
That's what we need, a robot in the White House and a Congress full of robots all programed not to be corrupt. Maybe we can get things done for the people for a change.
...Remember, this channel is Scientific →American←
You're being deliberately vague and even inaccurate.
Curling. This is a video about a robot curling. Is it so hard to stay on topic?
@@Lostsage01
From your other comments and this one, I can tell that you clearly see yourself as a Stay-On-Topic Cop, really lame. Do you correct grammar and spelling too. officer? If off topic is so bad, why do you add to it with more off topic remarks? Your comments say nothing at all directly about curling and robots. Nor will your reply to this.
sport.ai