Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
Artificial intelligence (AI) is evolving beyond passive models that execute predefined
tasks towards autonomous, **agentic AI**—systems capable of self-directed decision-making,
adaptability, and proactive learning. This paper explores the concept of Agentic AI, its foundational principles, key methodologies, applications, challenges, and future directions. We
analyze how Agentic AI integrates reinforcement learning, decision theory, and autonomous
reasoning to enable intelligent agents that operate independently across diverse domains. This
research highlights potential advancements in self-improving AI and its ethical implications.
Keywords:
Agentic AI, Autonomous Systems, Reinforcement Learning, Large Language Models, Decision-Making
Cite Article:
"Agentic AI: A New Paradigm in Autonomous Intelligence", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 3, page no.b516-b517, March-2025, Available :http://www.ijrti.org/papers/IJRTI2503177.pdf
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ISSN:
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator