Semantic Feature Analysis: Improving Agents Without Searching Over Rollouts
Semantic Feature Analysis is presented, a pipeline that repairs agent specifications without running any search, and consistently improves over the unmodified agent across benchmarks and budget levels, with the largest gains where rollouts are most expensive.
Yuval David, Fabiana Fournier, Lior Limonad et al.
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