2 papers
cs.AI2026
Autonomous Event-Driven Multi-Agent Orchestration for Enterprise AI at Scale
Harsh Rao Dhanyamraju, Leonidas Raghav, Aaron Lee
Enterprise AI aims to move toward continuous event monitoring, detection, and action across specialist agents, yet existing multi-agent systems largely assume discrete request-resp…
cs.LG2026
Optimas: Optimizing Compound AI Systems with Globally Aligned Local Rewards
Shirley Wu, Parth Sarthi, Shiyu Zhao +10
Compound AI systems integrating multiple components, such as Large Language Models, specialized tools, and traditional machine learning models, are increasingly deployed to solve c…