Self Improvement via Fast Tree-search

Xinghong Fu, Aravinth Kulanthaivelu, Yutaro Yamada

Coding agents can recursively modify their own implementations, forming a loop of self-improvement. While prior work shows this can boost performance on coding benchmarks, existing…