Multi-agent environments are at the core of many modern intelligent systems, ranging from distributed robotics and autonomous vehicles to large-scale simulation and decentralized AI systems. In such environments, multiple agents operate simultaneously, each with its own objectives, capabilities, and information. Effective coordination strategies...