Work

Agentic AI in transforming agriculture: a review

Year: 2026
Type: review
Abstract: Artificial intelligence-based agents are emerging as a transformative paradigm for agriculture, enabling autonomous perception, reasoning, decision-making, and coordinated action across complex data and operational environments. These systems could improve productivity, resilience, resource efficiency, and food security, while raising challenges related to robustness, interoperability, data governance, trust, equity, and regulation. This Review examines the rise of these systems in agriculture and outlines research priorities for their development and deployment.
Language: English
Subfield: Plant Science
Open Access status: gold
Estimated APC paid: $2,490
OpenAlex ID: W7225297822
FWCI:
Cites: 58
Cited by:
Related to: 10