A Self-Improving Agent that Grows its Own DSL: Oracle-Free Operator Induction for Exact Question Answering
A self-improving agent has to decide which new skills to keep, and in practice it keeps whatever earns a high reward, convinces a judge model, or compresses its library, even when the skill is wrong. That is fine until the answers have to be exactly right: over a table of transactions, a total is either right or wrong....
Yun-Shiuan Chuang, Yi-Rou Ge, Yi-Xi Li et al.
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