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AI Learns Like Humans: Easier Tasks First Leads to Better Math and Logic Performance

  • Research examines staged reinforcement learning approach for enhancing reasoning in LLMs
  • Uses difficulty-aware training method that progresses from simple to complex problems
  • Introduces DA-SRL (Difficulty-Aware Staged Reinforcement Learning) to improve reasoning
  • Shows significant performance gains across multiple reasoning benchmarks

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