Turing’s ideas ultimately led to the development of reinforcement learning, a branch of artificial intelligence. Reinforcement learning designs intelligent agents by training them to maximize ...

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So they started building reasoning systems. Last year, companies like OpenAI began to lean heavily on a technique called reinforcement learning. Through this process — which can extend over ...

This research introduces MMSearch-R1, which represents a pioneering approach to equip LMMs with active image search capabilities through an end-to-end reinforcement learning framework. This robust ...