By leveraging inference-time scaling and a novel "reflection" mechanism, ALE-Agent solves the context-drift problems that ...

Abstract: The optimization problem of the Maximum Weighted Independent Set (MWIS) in graph theory is a significant challenge with wide-ranging applications in resource allocation, network design, and ...

For the first time in history, an artificial intelligence system has won a major international real-time programming ...