Global Journal of Engineering Innovations and Interdisciplinary Research

Deep Reinforcement Learning–Based Adaptive Traffic Signal Optimization System For Urban Congestion

P. Neela Sundari,

P. Neela Sundari

Assistant Professor, Department of CSE, KKR & KSR Institute of Technology and Sciences, Guntur, Andhra Pradesh, India

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Yenuganti Maheshwari,

Yenuganti Maheshwari

Department of CSE, KKR & KSR Institute of Technology and Sciences, Guntur, Andhra Pradesh, India

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Yemineni Shiva Pujitha,

Yemineni Shiva Pujitha

Department of CSE, KKR & KSR Institute of Technology and Sciences, Guntur, Andhra Pradesh, India

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Vasantha Manisha,

Vasantha Manisha

Department of CSE, KKR & KSR Institute of Technology and Sciences, Guntur, Andhra Pradesh, India

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Yarrakula Kavya Sri,

Yarrakula Kavya Sri

Department of CSE, KKR & KSR Institute of Technology and Sciences, Guntur, Andhra Pradesh, India

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Vutti Varshitha,

Vutti Varshitha

Department of CSE, KKR & KSR Institute of Technology and Sciences, Guntur, Andhra Pradesh, India

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Nakka Vijaya Lakshmi

Nakka Vijaya Lakshmi

Department of CSE, KKR & KSR Institute of Technology and Sciences, Guntur, Andhra Pradesh, India

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  10.33425/3066-1226.1257 Published: 20 Mar, 2026
Neela Sundari P, Yenuganti M, Yemineni SP, et al. Deep Reinforcement Learning–Based Adaptive Traffic Signal Optimization System For Urban Congestion. GJEIIR. 2026;6(3):218.
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