Pith. sign in

Title resolution pending

doi:10 · Artificial Intelligence · DOI 10.1016/s0004-3702(00)00081-3

1 Pith paper cite this work, alongside 448 external citations. Polarity classification is still indexing.

1 Pith paper citing it
448 external citations · OpenAlex
open at publisher browse 1 citing papers

Title metadata for this work has not finished resolving. The hub is built from the citation graph; the title resolver retries DOI and OpenAlex on its next pass.

fields

cs.AI 1

years

2026 1

verdicts

CONDITIONAL 1

representative citing papers

Efficiency Matters in Autonomous Research

cs.AI · 2026-07-27 · conditional · novelty 5.5

On twelve code-optimization tasks, no fixed search structure wins on efficiency, and fluid—a UCB portfolio over hill-climbing chains—nearly matches a per-task oracle on AUC of the reward frontier.

citing papers explorer

Showing 1 of 1 citing paper.

  • Efficiency Matters in Autonomous Research cs.AI · 2026-07-27 · conditional · none · ref 2001

    On twelve code-optimization tasks, no fixed search structure wins on efficiency, and fluid—a UCB portfolio over hill-climbing chains—nearly matches a per-task oracle on AUC of the reward frontier.