✨AlphaResearch: Accelerating New Algorithm Discovery with Language Models
📝 Summary:
AlphaResearch is an autonomous agent that discovers new algorithms using a dual research environment. It achieved a 2/8 win rate against human researchers and found a best-of-known solution for the packing circles problem, showing LLMs potential for algorithm discovery.
🔹 Publication Date: Published on Nov 11
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.08522
• PDF: https://arxiv.org/pdf/2511.08522
• Github: https://github.com/answers111/alpha-research
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For more data science resources:
✓ https://t.iss.one/DataScienceT
#AlgorithmDiscovery #LLMs #AIResearch #AutonomousAgents #MachineLearning
📝 Summary:
AlphaResearch is an autonomous agent that discovers new algorithms using a dual research environment. It achieved a 2/8 win rate against human researchers and found a best-of-known solution for the packing circles problem, showing LLMs potential for algorithm discovery.
🔹 Publication Date: Published on Nov 11
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2511.08522
• PDF: https://arxiv.org/pdf/2511.08522
• Github: https://github.com/answers111/alpha-research
==================================
For more data science resources:
✓ https://t.iss.one/DataScienceT
#AlgorithmDiscovery #LLMs #AIResearch #AutonomousAgents #MachineLearning
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