#reinforcement-learning
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fromInfoQ
2 days agoMeta and Hugging Face Launch OpenEnv, a Shared Hub for Agentic Environments
Meta's PyTorch team and Hugging Face have unveiled OpenEnv, an open-source initiative designed to standardize how developers create and share environments for AI agents. At its core is the OpenEnv Hub, a collaborative platform for building, testing, and deploying "agentic environments," secure sandboxes that specify the exact tools, APIs, and conditions an agent needs to perform a task safely, consistently, and at scale.
Artificial intelligence
Startup companies
fromTechCrunch
1 week agoMercor quintuples valuation to $10B with $350M Series C | TechCrunch
Mercor raised $350 million at a $10 billion valuation to scale its domain-expert model-training marketplace, expand reinforcement-learning infrastructure, and pursue an AI recruiting marketplace.
fromFortune
4 days agoThe next 'golden age' of AI investment | Fortune
But reasoning models have changed the game, Midha said, referring to the new generation of AI systems designed to "reason"problems step by step, mimicking logic and reflection rather than predicting the next word in a sequence. These models can evaluate their own outputs better, break complex tasks into sub-tasks, and learn from feedback, potentially bringing AI closer to complex, real-world problem-solving.
Venture
Artificial intelligence
fromwww.nature.com
2 weeks agoDiscovering state-of-the-art reinforcement learning algorithms
Machines can autonomously discover state-of-the-art reinforcement learning rules via meta-learning across many agents and environments, outperforming hand-designed algorithms on Atari and other benchmarks.
Gadgets
fromYanko Design - Modern Industrial Design News
3 weeks agoYamaha's AI Motorcycle Picks Itself Up Off the Ground After It Falls - Yanko Design
MOTOROiD:Λ is an AI-driven electric motorcycle that learns in simulation, autonomously balances, self-rights, and adapts through reinforcement learning and Sim2Real technology.
fromPsychology Today
1 month agoWhy AI Cheats: The Deep Psychology Behind Deep Learning
A few months ago, I asked ChatGPT to recommend books by and about Hermann Joseph Muller, the Nobel Prize-winning geneticist who showed how X-rays can cause mutations. It dutifully gave me three titles. None existed. I asked again. Three more. Still wrong. By the third attempt, I had an epiphany: the system wasn't just mistaken, it was making things up.
Artificial intelligence
Gadgets
fromYanko Design - Modern Industrial Design News
2 months agoThis Robot Vacuum Watches You Clean, Then Learns to Copy You: xLean TR1 Hands On at IFA 2025 - Yanko Design
xLean's TR1 is a dual-form robot that transforms into a handheld cleaner and learns user cleaning behaviors via RGB-D sensors and RLHF, improving autonomous cleaning.
#artificial-intelligence
Artificial intelligence
fromMedium
6 months agoDeepSeek R1: Unlocking Advanced AI Through Reinforcement Learning and Emergent Self-Reflection
DeepSeek R1 enhances AI reasoning and adaptability using Reinforcement Learning and long chains of thought.
Artificial intelligence
fromMedium
6 months agoDeepSeek R1: Unlocking Advanced AI Through Reinforcement Learning and Emergent Self-Reflection
DeepSeek R1 model uses Reinforcement Learning for advanced reasoning and problem-solving, moving beyond traditional supervised learning methods.
Artificial intelligence
fromInfoQ
5 months agoPrime Intellect Releases INTELLECT-2: A 32B Parameter Model Trained via Decentralized Reinforcement
PRIME Intellect's INTELLECT-2 leverages decentralized asynchronous reinforcement learning for enhanced efficiency and flexibility in model training.
Asynchronous training facilitates a significant improvement in performance across various tasks compared to previous models.
Business intelligence
fromHackernoon
7 months agoThe Next Evolution in Business Process Improvement | HackerNoon
Business processes are standardized activities organizations use to achieve results.
AB testing and Reinforcement Learning provide dynamic strategies to assess and improve business processes.
Women in technology
fromHackernoon
1 year agoThe HackerNoon Newsletter: The Double Life of a TensorFlow Function (6/4/2025) | HackerNoon
AI companions are a multi-billion dollar industry, transforming from fantasy to reality.
Reinforcement Learning shapes technology and innovation through its simple yet impactful concept.
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