3 papers
cs.HC2026
Towards a Frugal Photosynthesis Sensing Toolkit for Data-Driven Plant Science Education and Exploration
Qitong Li, Raj Nileshbhai Dave, Rhema Amanda Phiri +7
Rapid environmental change and advances in data-driven analysis highlight the need not only to use computational tools, but also to foster understanding of the natural world and in…
cs.LG2025
Towards Large Reasoning Models for Agriculture
Hossein Zaremehrjerdi, Shreyan Ganguly, Ashlyn Rairdin +17
Agricultural decision-making involves complex, context-specific reasoning, where choices about crops, practices, and interventions depend heavily on geographic, climatic, and econo…
cs.RO2025
Optimizing Navigation And Chemical Application in Precision Agriculture With Deep Reinforcement Learning And Conditional Action Tree
Mahsa Khosravi, Zhanhong Jiang, Joshua R Waite +6
This paper presents a novel reinforcement learning (RL)-based planning scheme for optimized robotic management of biotic stresses in precision agriculture. The framework employs a…