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AITechTalks7 months ago

What is next in reinforcement learning for LLMs?

1 min read

AI research recycles reinforcement learning for reasoning models like o1 and DeepSeek-R1. Outcome-based rewards have limits, pushing research toward new directions. DeepSeek-R1 proved well-defined problems can be trained as RL tasks, reducing reliance on human-labeled data for scaling.

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#reinforcement learning #llms #deepseek-r1