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

Abstract: Task allocation is a key issue in multi-agent systems, and finding the optimal strategy for task allocation has been proved to be an NP-hard problem. Existing task allocation methods for ...

Abstract: Manual class scheduling at the University of Northern Philippines (UNP) is characterized by inefficiencies, frequent conflicts, and delays, negatively impacting faculty and students. This ...