SIGMA: Symmetry-aware, Intelligent, Geometric, Multi-faced Adaptive Traffic Control for Reliable Intelligent Transportation Systems
cs.LG, stat.ML
Submitted: 2026-08-18
Updated: 2026-10-13
Code: https://github.com/pratham-payra/sigma_julia
Sources
- Implementing the Deep Q-Network
- LLMLight: Large Language Models as Traffic Signal Control Agents
- Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning
- Learning Phase Competition for Traffic Signal Control
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