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cm0002@lemmy.world to Free Open-Source Artificial Intelligence@lemmy.worldEnglish · 21 days ago

OpenAlpha_Evolve is an open-source Python framework inspired by the AlphaEvolve research paper on autonomous coding agents

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OpenAlpha_Evolve is an open-source Python framework inspired by the AlphaEvolve research paper on autonomous coding agents

github.com

cm0002@lemmy.world to Free Open-Source Artificial Intelligence@lemmy.worldEnglish · 21 days ago
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GitHub - shyamsaktawat/OpenAlpha_Evolve: OpenAlpha_Evolve is an open-source Python framework inspired by the groundbreaking research on autonomous coding agents like DeepMind's AlphaEvolve.
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OpenAlpha_Evolve is an open-source Python framework inspired by the groundbreaking research on autonomous coding agents like DeepMind's AlphaEvolve. - shyamsaktawat/OpenAlpha_Evolve

the goal is to have an agent that can:

  • Understand a complex problem description.
  • Generate initial algorithmic solutions.
  • Rigorously test its own code.
  • Learn from failures and successes.
  • Evolve increasingly sophisticated and efficient algorithms over time.

https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/AlphaEvolve.pdf

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