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Original Article
AI Powered Automated Browser Navigation Agent Using LLM
Anu Uthayam1
Manoj C2
Mohan M3
Harish Kumar M4
Jayanth Reddy N5
1 Assistant Professor, Department of Information Technology, Er.Perumal Manimekalai College of Engineering, Hosur, Tamilnadu, India. 2 3 4 5 Department of Information Technology, Er.Perumal Manimekalai College of Engineering, Hosur, Tamilnadu, India.
Published Online: March-April 2026
Pages: 464-469
Cite this article
↗ https://www.doi.org/10.59256/ijire.20260702055
References
1. Unveiling Disparities in Web Task Handling Between Human and Web Agent - Kihoon Son, Jinhyeon Kwon, DaEun Choi, Tae Soo Kim, Young-Ho Kim, Sangdoo Yun, Juho Kim, CHI '24 ComputationalUI Workshop, 2024.
2. Artificial Intelligence in Web Development: Enhancing Automation, Personalization, and Decision-Making* - Nitesh Upadhyaya, Global Logic Inc., 2025.
3. Website Accessibility: Challenges, Methodologies, and AI Tools- Ara et al., Nuñez et al., Sauer et al., Aizpurua et al., Findel & Navon, Gavrilă et al., Yesilada & Harper, Nacheva & Jansone, Abascal et al., Sanchez-Gordon & Luján-Mora, Abu Doush et al., 2024.
4. WebAgent: An LLM-Powered Agent for Automated Web Navigation - Zhang et al., 2024, NeurIPS.
5. Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems - Zheng et al., Bai et al., He et al., Lutz et al., Wen et al., Not specified, 2024.
6. Vahid Garousi et al., "AI-powered Test Automation Tools: A Systematic Review and Empirical Evaluation," arXiv preprint arXiv:2409.00411, 2024.
7. John Smith, "Natural Language Processing in Chatbots: Applications and Challenges," Journal of AI Research, vol. 10, no. 2, pp. 123-134, 2022.
8. Li Wei, "Advancements in Machine Learning for Web Personalization," International Journal of Computer Science, vol. 15, no. 3, pp. 200-210, 2023.
9. Emily Davis, "Automated Content Generation with NLP," International Journal of Computational Linguistics, vol. 8, no. 1, pp. 45-59, 2023.
10. Michael Johnson, "Sentiment Analysis Using NLP: Techniques and Trends," IEEE Transactions on Computational Intelligence, vol. 15, no. 4, pp. 567-578, 2023.
2. Artificial Intelligence in Web Development: Enhancing Automation, Personalization, and Decision-Making* - Nitesh Upadhyaya, Global Logic Inc., 2025.
3. Website Accessibility: Challenges, Methodologies, and AI Tools- Ara et al., Nuñez et al., Sauer et al., Aizpurua et al., Findel & Navon, Gavrilă et al., Yesilada & Harper, Nacheva & Jansone, Abascal et al., Sanchez-Gordon & Luján-Mora, Abu Doush et al., 2024.
4. WebAgent: An LLM-Powered Agent for Automated Web Navigation - Zhang et al., 2024, NeurIPS.
5. Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems - Zheng et al., Bai et al., He et al., Lutz et al., Wen et al., Not specified, 2024.
6. Vahid Garousi et al., "AI-powered Test Automation Tools: A Systematic Review and Empirical Evaluation," arXiv preprint arXiv:2409.00411, 2024.
7. John Smith, "Natural Language Processing in Chatbots: Applications and Challenges," Journal of AI Research, vol. 10, no. 2, pp. 123-134, 2022.
8. Li Wei, "Advancements in Machine Learning for Web Personalization," International Journal of Computer Science, vol. 15, no. 3, pp. 200-210, 2023.
9. Emily Davis, "Automated Content Generation with NLP," International Journal of Computational Linguistics, vol. 8, no. 1, pp. 45-59, 2023.
10. Michael Johnson, "Sentiment Analysis Using NLP: Techniques and Trends," IEEE Transactions on Computational Intelligence, vol. 15, no. 4, pp. 567-578, 2023.
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