Reinforcement Learning With Metacognitive Feedback Is Offered As A Next-Gen Way To Shape AI LLMs

New method to tune LLMs is RLMF, reinforcement learning with metacognitive feedback. It is akin to RLAIF and somewhat like ...
OfficeChai

‘Father of Reinforcement Learning’ Richard Sutton Starts Oak Lab To Work On New Approaches To AI

Yet another senior AI researcher has set out on his own to explore AI approaches distinct from LLMs. Richard Sutton, the University ...
The Next Platform

Google Uses AI Reinforcement Learning For Quantum Error Correction

Nvidia scientists and their counterparts at a range of academic, scientific, and quantum computing institutions late last ...
Geeky Gadgets

New ChatGPT o1-preview reinforcement learning process explained

OpenAI has introduced its latest AI model, ChatGPT o1, a large language model (LLM) that significantly advances the field of AI reasoning. Leveraging reinforcement learning (RL), o1 represents a leap ...
Wired

The Man Behind AlphaGo Thinks AI Is Taking the Wrong Path

David Silver gave the world its very first glimpse of superintelligence. In 2016, an AI program he developed at Google DeepMind, AlphaGo, taught itself to play the famously difficult game of Go with a ...
The Conversation

What is reinforcement learning? An AI researcher explains a key method of teaching machines – and how it relates to training your dog

Understanding intelligence and creating intelligent machines are grand scientific challenges of our times. The ability to learn from experience is a cornerstone of intelligence for machines and living ...
NextBigFuture

Progress to Continual Learning AI

2025 saw a tripling of continual learning LLM papers according to arXiv trends. This is driven by foundation model scale and multimodal extensions. However, no flagship AI released models (GPT-5, Grok ...