2 papers
cs.MA2026
Agentic Federated Learning: The Future of Distributed Training Orchestration
Rafael O. Jarczewski, Gabriel U. Talasso, Leandro Villas +1
Although Federated Learning (FL) promises privacy and distributed collaboration, its effectiveness in real-world scenarios is often hampered by the stochastic heterogeneity of clie…
cs.AI2025
Beyond Shortest Path: Agentic Vehicular Routing with Semantic Context
Carnot Braun, Rafael O. Jarczewski, Gabriel U. Talasso +2
Traditional vehicle routing systems efficiently optimize singular metrics like time or distance, and when considering multiple metrics, they need more processes to optimize . Howev…