Reinforcement Learning - Search Videos

Reinforcement learning research often depends on static benchmarks and obscure leaderboards.But real evaluation happens inside environments, with specific tools, prompts, constraints, and workflows.Today, we’re launching the Turing RL Environments Evaluation Platform.Researchers now have direct, real time access to:-The exact production RL environments used in evaluation -Full tool inventories and prompt transparency -Explicit QA rubrics and scoring criteria -Live, harness-integrated leaderboard

Reinforcement learning research often depends on static benchmarks and obscure leaderboards.But real evaluation happens inside environments, with specific tools, prompts,

Turing (@turingcom). 94 likes. Reinforcement learning research often depends on static benchmarks and obscure leaderboards.But real evaluation happens inside environments, with specific tools, prompts, constraints, and workflows.Today, we’re launching the Turing RL Environments Evaluation Platform.Researchers now have direct, real time access ...

69.5K views1 month ago

Toyota's 7'2" Robot Nails Free Throw, Misses 3-Pointer — Then Learns and Improves in Real Time Using Reinforcement Learning

Toyota's 7'2" Robot Nails Free Throw, Misses 3-Pointer — Then Learns and

Yoshua Bengio thinks reinforcement learning is evil.And so long as we use it, AIs will continue to develop unintended and undesired drives that they hide from us.(In the full interview below he proposes an alternative LLM architecture to fix the problem.) @Yoshua_Bengio

Yoshua Bengio thinks reinforcement learning is evil.And so long as we use

Deep Reinforcement Learning

Deep, unable to return to the ocean, also cannot stand on land anymore.The latest episode OF THE BOYS #TheDeep #TheBoys #Edit #chacecrawford #tiktoktvfilmcontest

Deep, unable to return to the ocean, also cannot stand on land anymore.The latest episode OF THE BOYS #TheDeep #TheBoys #Edit #chacecrawford #tiktoktvfilmcontest

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Wondering how we can better simulate human behavior with reinforcement learning? Introducing DITTO: RL with verbal feedback for subjective tasks like user simulation, student modeling, character role-play, and theory of mind.The result: an 8B model that performs on par with GPT-5.4 on the new SOUL benchmark suite.

Wondering how we can better simulate human behavior with reinforcement learning? Introducing DITTO: RL with verbal feedback for subjective tasks like user simulation, student modeling, character role-play, and theory of mind.The result: an 8B model that performs on par with GPT-5.4 on the new SOUL benchmark suite.

x.comXuhui Zhou

8.4K views1 week ago

reinforcement learning is incredible

reinforcement learning is incredible

63.8K views2 months ago

Force yourself to stay in direct, brutal, ego-free contact with reality.Learn from it as fast and accurately as possible like a well-designed reinforcement learning system.That’s why Elon keeps hammering low ego, high responsibility, and “just do the work.”It’s not moral advice. It’s an engineering principle for not breaking your own learning loop.

Force yourself to stay in direct, brutal, ego-free contact with reality.Learn from it as fast and accurately as possible like a well-designed reinforcement learning system.That’s why Elon keeps hammering low ego, high responsibility, and “just do the work.”It’s not moral advice. It’s an engineering principle for not breaking your own learning loop.

1.8K views1 month ago

Wondering how we can better simulate human behavior with reinforcement learning? Introducing DITTO: RL with verbal feedback for subjective tasks like user simulation, student modeling, character role-play, and theory of mind.The result: an 8B model that performs on par with GPT-5.4 on the new SOUL benchmark suite.

Wondering how we can better simulate human behavior with reinforcement learning? Introducing DITTO: RL with verbal feedback for subjective tasks like user simulation, student modeling, character role-play, and theory of mind.The result: an 8B model that performs on par with GPT-5.4 on the new SOUL benchmark suite.

8.4K views1 week ago

x.comXuhui Zhou

reinforcement learning is incredible

reinforcement learning is incredible

63.8K views2 months ago

Force yourself to stay in direct, brutal, ego-free contact with reality.Learn from it as fast and accurately as possible like a well-designed reinforcement learning system.That’s why Elon keeps hammering low ego, high responsibility, and “just do the work.”It’s not moral advice. It’s an engineering principle for not breaking your own learning loop.

Force yourself to stay in direct, brutal, ego-free contact with reality.Learn from it as fast and accurately as possible like a well-designed reinforcement learning system.That’s why Elon keeps hammering low ego, high responsibility, and “just do the work.”It’s not moral advice. It’s an engineering principle for not breaking your own learning loop.

1.8K views1 month ago

Toyota's 7'2" Robot Nails Free Throw, Misses 3-Pointer — Then Learns and Improves in Real Time Using Reinforcement Learning

Toyota's 7'2" Robot Nails Free Throw, Misses 3-Pointer — Then Learns and Improves in Real Time Using Reinforcement Learning

91.9K views1 month ago

Yoshua Bengio thinks reinforcement learning is evil.And so long as we use it, AIs will continue to develop unintended and undesired drives that they hide from us.(In the full interview below he proposes an alternative LLM architecture to fix the problem.) @Yoshua_Bengio

Yoshua Bengio thinks reinforcement learning is evil.And so long as we use it, AIs will continue to develop unintended and undesired drives that they hide from us.(In the full interview below he proposes an alternative LLM architecture to fix the problem.) @Yoshua_Bengio

803 views6 days ago

x.comRob Wiblin

It was great to see our name amongst the other “AI Native” companies during @Nvidia’s #GTC keynote. NVIDIA Isaac™ Lab helps us train reinforcement learning policies that enable the UMV to drive, jump, flip, and hop like a pro!

It was great to see our name amongst the other “AI Native” companies during @Nvidia’s #GTC keynote. NVIDIA Isaac™ Lab helps us train reinforcement learning policies that enable the UMV to drive, jump, flip, and hop like a pro!

608.5K views2 months ago

x.comRAI Institute

A Switzerland-based startup Flexion has created a robotic brain that helps the Unitree G1 move smoothly and work on its own.It uses reinforcement learning, where the robot trains in simulations to learn walking, balancing, and picking objects.In tests, it cleaned a space by finding and placing items in a basket without human help.

A Switzerland-based startup Flexion has created a robotic brain that helps the Unitree G1 move smoothly and work on its own.It uses reinforcement learning, where the robot trains in simulations to learn walking, balancing, and picking objects.In tests, it cleaned a space by finding and placing items in a basket without human help.

17.5K views1 month ago

x.comSpace and Technology

Strat: A sub-$400, autonomous bipedal robot powered by Reinforcement Learning and a thermal-aware AI brain. First it learned how to walk in MuJoCo

156 views1 month ago

x.comStratrobotics

Reading this morning about the at times angry response of the @leanprover Mathlib community to @mathematics_inc's sphere packing formalization, I'm reminded of something Tao said on @dwarkesh_sp recently."I think in the future, there will be entire professions of mathematicians who might take a giant Lean-generated proof and do some ablation on it, trying to remove parts of it and find more elegant ways. They might get other AIs to do some reinforcement learning to make the proof more elegant, a

35.3K views2 months ago

x.comKevin Hartnett

CHINESE CRYPTO TRADER POSTED A NEURAL NETWORK VISUALIZATION ON TIKTOK AND ACCIDENTALLY SHOWED THE SYSTEM MAKING HIS POLYMARKET TRADES FOR HIM IN REAL TIMEBlue connection lines everywhere, hidden layers stacked vertically, neurons firing across the screen and a tiny label in the middle that most people ignored on the first watch - “Bitcoin XVIII”.He framed the video like a normal AI experiment. Virtual aquarium simulation. Reinforcement learning. “Teaching the network survival behavior.” That was

5.5K views1 week ago

x.comMarry Evan

We still feared our teachers in 8th grade. These comments reinforce to me that we had a better learning environment.

785.5K views2 weeks ago

x.comTugboatPhil

CHINESE CRYPTO TRADER POSTED A NEURAL NETWORK VISUALIZATION ON TIKTOK AND ACCIDENTALLY SHOWED THE SYSTEM MAKING HIS POLYMARKET TRADES FOR HIM IN REAL TIMEBlue connection lines everywhere, hidden layers stacked vertically, neurons firing across the screen and a tiny label in the middle that most people ignored on the first watch - “Bitcoin XVIII”.He framed the video like a normal AI experiment. Virtual aquarium simulation. Reinforcement learning. “Teaching the network survival behavior.” That was

2.2M views1 week ago

@elonmusk exposes the critical flaw in ChatGPT and other major AI models: Human Reinforcement Learning 👇

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x.comMarcel Velica

🤯 big update to our flow map language models paper! we believe this is the future of non-autoregressive text generation.read about it in the blog: https://t.co/DfBXrYmJc8full details in the paper: https://t.co/coiNXj4ucCwe introduce a new class of continuous flow-based language models and distill them into their corresponding flow map for one-step text generation.we beat all discrete diffusion baselines at ~8x speed!v2 gives a complete theory of the flow map over discrete data, with three equiv

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x.comNicholas Boffi

@Grok Build coded Space Invaders from scratch, then trained a separate AI to master it using reinforcement learning.1,000 updates. Fully functional gameplay.It didn't need instructions. It simply learned.

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x.comMario Nawfal

Branches of Artificial IntelligenceArtificial Intelligence is a vast field that integrates logic, learning, perception, and automation to replicate human-like intelligence in machines.Each branch plays a unique role - from enabling learning and reasoning to creating systems that can see, speak, and make decisions autonomously.- AI: Forms the base of intelligent systems capable of learning, reasoning, and acting like humans.- Machine Learning: Enables systems to learn from data and improve decisi

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x.comShalini Goyal

Elon Musk on How AI Is Being Trained to Lie:“They have what’s called human reinforcement learning, which is another way of saying that they have a whole bunch of people that look at the output of GPT-4 and then say whether that’s okay or not okay. And so, essentially, what’s happening is they’re training the AI to lie.To lie and to either comment on some things, not comment on other things, but not say what the data actually demands.”

7.4K views2 months ago

x.comMars University

Elon Musk on How AI Is Being Trained to Lie:“They have what’s called human reinforcement learning, which is another way of saying that they have a whole bunch of people that look at the output of GPT-4 and then say whether that’s okay or not okay. And so, essentially, what’s happening is they’re training the AI to lie.To lie and to either comment on some things, not comment on other things, but not say what the data actually demands.”

1.3K views1 month ago

Toyota unveiled its basketball-playing robot CUE7, designed to catch and shoot with high accuracy.Instead of being preprogrammed, it learns shooting through AI and real experience.Using reinforcement learning, its performance improves over time with training.

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x.comSpace and Technology

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Short videos

Reinforcement learning research often depends on static benchmarks and

69.5K views1 month ago

Wondering how we can better simulate human behavior with reinforcement learning?

8.4K views1 week ago

x.comXuhui Zhou

reinforcement learning is incredible

63.8K views2 months ago

Force yourself to stay in direct, brutal, ego-free contact with reality.Learn from it as fast and

1.8K views1 month ago

Toyota's 7'2" Robot Nails Free Throw, Misses 3-Pointer — Then Learns and Improves in

91.9K views1 month ago

Yoshua Bengio thinks reinforcement learning is evil.And so long as we use it,

803 views6 days ago

x.comRob Wiblin

It was great to see our name amongst the other “AI Native” companies during @Nvidia’s

608.5K views2 months ago

x.comRAI Institute

A Switzerland-based startup Flexion has created a robotic brain that helps the Unitree G1

17.5K views1 month ago

x.comSpace and Technology

Strat: A sub-$400, autonomous bipedal robot powered by Reinforcement Learning and a

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x.comStratrobotics

Reading this morning about the at times angry response of the @leanprover Mathlib

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x.comKevin Hartnett

CHINESE CRYPTO TRADER POSTED A NEURAL NETWORK VISUALIZATION

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x.comTugboatPhil

CHINESE CRYPTO TRADER POSTED A NEURAL NETWORK VISUALIZATION

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x.comMars University

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x.comSpace and Technology