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

OpenAlpha_Evolve is an open-source Python framework inspired by the AlphaEvolve research paper on autonomous coding agents (github.com)
from yogthos@lemmy.ml to technology@lemmy.ml on 18 May 11:40
https://lemmy.ml/post/30290013

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.

storage.googleapis.com/…/AlphaEvolve.pdf

#technology

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zbyte64@awful.systems on 18 May 19:38 collapse

Was the paper optimizing for multiple objectives? Sounds like this project is pursuing some features that haven’t been proven

yogthos@lemmy.ml on 18 May 20:33 collapse

You don’t have to prove them since you can just try things and see what the results are. The paper acts as a solid basis of an approach that’s known to work.