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Mohammed Salem Basingab

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#reinforcement learning Open access Oct 2026

A decentralized multi-agent-based optimization framework for intelligent traffic systems

The increasing complexity of urban transportation has increased the importance of intelligent traffic systems (ITS). Conventional approaches, such as fixed-time control (STS), rule-based adaptive control (RBAC), and centralized optimization (CTO), struggle with traffic demand, and network complexity. These limitations...

Mohammed Salem Basingab · 0 citations

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