Support

🐛 Troubleshooting

Services won't start

• Check Docker is installed: docker --version
• Verify ports 8000, 8080 are available
• Check logs: docker-compose logs

Model loading fails

• Ensure model file exists: rl-inference-service/app/trained_models/model.zip
• Rerun selector: python select_model.py
• Check Python logs: docker-compose logs rl-inference

Predictions return errors

• Verify service health: curl http://localhost:8080/api/traffic/health
• Check observation dimensions (should be 10 floats)
• View logs: docker-compose logs

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📞 Issues

For issues:

• Check service logs: docker-compose logs service_name
• Verify services are running: docker-compose ps
• Test individual services: curl http://localhost:8000/health
• Review INDEX.md (README.md) for detailed troubleshooting

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📝 Notes

• Models are in C:\Users\gemer\Sumo\my-network\Results\sweeps*
• Default observation dimension: 10 features
• Actions are mapped to traffic signal states (RED, YELLOW, GREEN, GREEN_EXTENDED)
• Services communicate via Docker network (when containerized)
• All data is JSON-based for easy integration

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Created: March 2026

Technology Stack:

• Python 3.9+
• FastAPI
• Java 17+
• Spring Boot 3.2
• Docker
• Docker Compose

Status: Ready to use! ✓