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All Journal Journal of Research and Publication Innovation APPA : Jurnal Pengabdian Kepada Masyarakat
Ahmad Aqil
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Computer Science & IT Economics, Econometrics & Finance Education Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Medicine & Pharmacology Social Sciences Other

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Optimalisasi Arus Lalulintas Perkotaan Menggunakan Reinforcement Learning Muhammad Al Fatih; Ahmad Tazkiarni Ramadhan; Nikri Aria Pratama; Ahmad Aqil; Aries Saifudin
Journal of Research and Publication Innovation Vol 2 No 3 (2024): JULY
Publisher : Journal of Research and Publication Innovation

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Abstract

This study aims to optimize urban traffic flow using a reinforcement learning approach. With rapid urban population growth, traffic issues become increasingly urgent to address to improve transportation efficiency and reduce congestion. In this research, we collect traffic data from a specific urban area and apply a reinforcement learning model to develop a system that can learn traffic patterns and make optimal decisions for traffic management. We conduct testing of the system using simulations and in real-world environments to evaluate its performance. The analysis results indicate that this approach is effective in enhancing traffic flow and reducing congestion in the studied urban area. Potential implications of this research include improving urban transportation efficiency and enhancing the quality of life for city residents.
TRANSFORMASI IDE MENJADI APLIKASI : ALUR KERJA YANG EFEKTIF Ahmad Aqil; Anisa Dwi Yulianti; Dandi Ariq D; Dhafa Akbar; Ifal Rizky Priadi; Maulana Cahya Putra; Muhammad Rendi Saputra; Septiyan Dwi Nugroho; Wisnu Bayu Pamungkas; Wisnu Oetama; Suryaningrat
APPA : Jurnal Pengabdian Kepada Masyarakat Vol 3 No 2 (2025): APPA : Jurnal Pengabdian kepada Masyarakat (INPRESS)
Publisher : Shofanah Media Berkah

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Di era digital yang berkembang pesat, aplikasi telah menjadi salah satu elemen kunci ekosistem teknologi informasi dan berperan sentral dalam banyak aspek kehidupan. Aplikasi tidak hanya menjadi pembawa informasi tetapi juga alat komunikasi, platform bisnis, forum interaktif, dan sistem penyimpanan data penting. Namun, di balik semua keindahan, fitur interaktif, dan informasi yang tersedia pada sebuah website, terdapat dasar teknis yang sangat penting dan kompleks: proses atau proses pembuatan aplikasi. Para mahasiswa akan diberikan pemahaman bagaimana memahami alur kerja dalam dunia kerja. Diharapkan dengan adanya sosialisasi ini, para siswa SMKN 8 Kabupaten Tangerang lebih memahami alur kerja dalam pengembangan web. Sosialisasi ini juga diharapkan dapat meningkatkan kualitas web development yang dihasilkan oleh siswa-siswi SMKN 8 Kabupaten Tangerang.
Co-Authors Ahmad Tazkiarni Ramadhan Anisa Dwi Yulianti Aries Saifudin Dandi Ariq D Dhafa Akbar Ifal Rizky Priadi Maulana Cahya Putra Muhammad Al Fatih Muhammad Rendi Saputra Nikri Aria Pratama Septiyan Dwi Nugroho Suryaningrat Wisnu Bayu Pamungkas Wisnu Oetama