MARL — MADDPG, QMIX, MAPPO

The reinforcement-learning heritage of multi-agent coordination, which still informs LLM-agent systems in 2026. MADDPG (Lowe et al., NeurIPS 2017, arXiv:1706.02275) introduced Centralized Training, Decentralized Execution (CTDE): each crit...