Reinforcement Learning does NOT make the base model more intelligent and limits the world of the base model in exchange for early pass performances. Graphs show that after pass 1000 the reasoning ...

In 2016, an AI program he developed at Google DeepMind, AlphaGo, taught itself to play the famously difficult game of Go with ...

Learning from the past is critical for shaping the future, especially when it comes to economic policymaking. Building upon the current methods in the application of Reinforcement Learning (RL) to the ...

Large language models (LLMs) are more accurate when they output intermediate steps. A strategy called reinforcement can teach them to do this without being told. The researchers introduced a paradigm ...

Researchers are advancing large language models (LLMs) to tackle complex physics reasoning, from high school problems to advanced simulations. Techniques like reinforcement learning with human-AI ...

Researchers at Nvidia have developed a new technique that flips the script on how large language models (LLMs) learn to reason. The method, called reinforcement learning pre-training (RLP), integrates ...

In a sun-drenched convention center on Australia’s Sunshine Coast, the 66th International Mathematical Olympiad (IMO) unfolded this month. It brought together 635 of the world’s brightest young minds ...