Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2610.33281.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Coral Discovery coordinates autonomous research agents by labeling attempted solutions, tracking progress across distinct directions, and allocating agents using exploration bonuses and direction-specific credit. Across nine tasks, it beat the strongest open multi-agent baseline on six, tied on one, and lost on two.

It provides a concrete credit-allocation pattern for preventing multi-agent convergence, supported by task comparisons and reported results in program search.

Cited by

No citations on record.