3 papers
cs.LG2026
Learning-based agricultural management in partially observable environments subject to climate variability
Zhaoan Wang, Shaoping Xiao, Junchao Li +1
Agricultural management, with a particular focus on fertilization strategies, holds a central role in shaping crop yield, economic profitability, and environmental sustainability.…
cs.RO2025
Reinforcement learning with timed constraints for robotics motion planning
Zhaoan Wang, Junchao Li, Mahdi Mohammad +1
Robotic systems operating in dynamic and uncertain environments increasingly require planners that satisfy complex task sequences while adhering to strict temporal constraints. Met…
cs.AI2025
Developing and Integrating Trust Modeling into Multi-Objective Reinforcement Learning for Intelligent Agricultural Management
Zhaoan Wang, Wonseok Jang, Bowen Ruan +2
Precision agriculture, enhanced by artificial intelligence (AI), offers promising tools such as remote sensing, intelligent irrigation, fertilization management, and crop simulatio…