Adaptive Collaboration with Humans: Metacognitive Policy Optimization for Multi-Agent LLMs with Continual Learning - Yang, Wei; Cao, Defu; Pang, Jiacheng; Weng, Muyan; Liu, Yan (International Conference on Learning Representations, 2026)