closed-loop-agent

Closed-loop AI research agent framework for mathematical modeling competitions: problem parsing, topic scoring, baseline gate, parallel solving, criticism, math reasoning scaffold (L1/L2), delivery gates. 面向数学建模竞赛的闭环研究 Agent 框架。