COLLATOR: Compositional Multi-Agent Orchestration with Counterfactual Reinforcement Learning

Xudong Chen, Yixin Liu, Hua Wei +1

Large language models (LLMs) provide a flexible foundation for multi-agent systems, but their effectiveness and computational cost depend critically on orchestration design. Across…