Roumeliotis, Konstantinos I.

AI Agents vs. Agentic AI: A Conceptual taxonomy, applications and challenges

Sapkota, R., Roumeliotis, K. I., & Karkee, M. (2026) · Information Fusion

Artificial Intelligence ApplicationsAI-based Problem Solving and Planning

Cited by 671

AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges

Sapkota, R., Roumeliotis, K. I., & Karkee, M. (2025) · arXiv

Artificial Intelligence ApplicationsAI-based Problem Solving and Planning

Cited by 295

AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges

Sapkota, R., Roumeliotis, K. I., & Karkee, M. (2025) · SuperIntelligence - Robotics - Safety & Alignment

Artificial Intelligence ApplicationsAI-based Problem Solving and Planning

Cited by 186

Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI

Sapkota, R., Roumeliotis, K. I., & Karkee, M. (2025) · arXiv

Software Engineering ResearchSoftware Engineering Techniques and Practices

Cited by 32

LLMs for product classification in e-commerce: A zero-shot comparative study of GPT and claude models

Roumeliotis, K. I., Tselikas, N. D., & Nasiopoulos, D. K. (2025) · Natural Language Processing Journal

Topic ModelingText and Document Classification Technologies

Cited by 14

Vision-Language-Action (VLA) Models: Concepts, Progress, Applications and Challenges

Sapkota, R., Cao, Y., Roumeliotis, K. I., & Karkee, M. (2025) · arXiv

Multimodal Machine Learning ApplicationsRobot Manipulation and Learning

Cited by 2

From Self-Learning to Self-Evolving Architectures in Large Language Models: A Short Survey

Sapkota, R., Roumeliotis, K. I., Pokhrel, S., & Karkee, M. (2025)

Topic ModelingDomain Adaptation and Few-Shot Learning

Cited by 1