3 papers
cs.AI2026
Autonomous Event-Driven Multi-Agent Orchestration for Enterprise AI at Scale
Harsh Rao Dhanyamraju, Leonidas Raghav, Aaron Lee
Enterprise agent language models must coordinate specialist agents over continuous business event streams, yet most multi-agent evaluations assume discrete request-response workflo…
cs.LG2025
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…
cs.CE2014
ACO Implementation for Sequence Alignment with Genetic Algorithms
Aaron Lee, Livia King
In this paper, we implement Ant Colony Optimization (ACO) for sequence alignment. ACO is a meta-heuristic recently developed for nearest neighbor approximations in large, NP-hard s…