Author

Beidou Wang

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#machine learning Jan 2026

PACEvolve: Enabling Long-Horizon Progress-Aware Consistent Evolution

Progress-Aware Consistent Evolution (PACEvolve), a systematic framework for governing agent memory and search dynamics, maintains a global view of search momentum and achieves state-of-the-art results across complex evolutionary benchmarks.

Minghao Yan, Bo Peng, Benjamin Coleman et al. · arXiv.org · 22 citations