Artificial Intelligence, Machine Learning, Deep Learning, Operations Research, Optimization.
actions to influence the environment. Agents can vary significantly in their complexity, from simple rule-based systems to sophisticated entities employing advanced machine learning algorithms. Key Characteristics of Multi-Agent Systems Autonomy: Each agent operates independently without direct