Traffic Signal Optimizer Agent
Intelligent signal timing to reduce congestion.
Publisher
HCL Software
Product Details
This agent recommends optimal green, yellow, and red light durations for each intersection based on real-time congestion data, with the goal of smooth traffic flow and minimal delays. It takes the congestion prediction output from the Congestion Predictor Agent as its input.
Using Gemini 2.0 on Vertex AI, the agent analyzes congestion severity, recommends specific signal timings per intersection, and provides short, human-readable justifications for each timing change. It responds in a structured 2-line output format that gives the timing and the rationale, so every recommendation can be reviewed and understood. The result is intelligent signal timing that reduces congestion.
Key Use Cases
Real-Time Congestion-Adaptive Signal Timing
Consumes congestion predictions on Vertex AI to calculate precise green, yellow, and red phase timings, reducing arterial vehicle queues dynamically.
Explainable Traffic Management Decisioning
Delivers concise two-line signal timing adjustments paired with operational rationales, allowing municipal traffic operators to validate automated timing changes.
Explore detailed deployment path
Requires Gemini. Access integration prerequisites, specialized agent configuration guides, and implementation documentation.