Traffic Light Control Using Reinforcement Learning

• Published in: 2024 International Conference on Integrated Circuits and Communication Systems (ICICACS) pp. 1 - 7
• Main Authors: Masfequier Rahman Swapno, S M, Nuruzzaman Nobel, SM, A C, Ramachandra, Babul Islam, Md, Haque, Rezaul, Rahman, Mohammad Mominur
• Format: Conference Proceeding
• Language: English
• Published: IEEE 23.02.2024
• Subjects: Action; Deep Q Learning; Delays; Pollution; Q Value; Q-learning; Rewards; Safety; State; Sustainable development; Synchronization; Traffic signal; Urban areas; vehicles; Waiting Time

Nowadays, one of the biggest issues in urban areas is traffic. This problem wastes important time and contributes to air and sound pollution. This affects people's general quality of life in addition to posing health dangers. Our study attempts to mitigate these problems, effectively cutting do...