Author

Pratham Payra

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Preprint Aug 2026

SIGMA: Symmetry-aware, Intelligent, Geometric, Multi-objective Adaptive Control for Robust, Dependable Traffic Management

SIGMA converts natural-language emergency commands into priority vectors for a multi-objective actor-critic controller, avoiding manual reward engineering and offers a reliable, language-guided, multi-objective traffic control system with statistical reliability assurance.

Pratham Payra, B. Jagadish, T. Sen et al. · 0 citations