Optimizing Nitrogen Management with Deep Reinforcement Learning and Crop Simulations.
Jing WuRan TaoPan ZhaoNicolas F. MartinNaira HovakimyanPublished in: CVPR Workshops (2022)
Keyphrases
- reinforcement learning
- function approximation
- management system
- knowledge management
- network management
- learning algorithm
- decision making
- information management
- markov decision processes
- machine learning
- temporal difference
- project management
- numerical simulations
- optimal policy
- data processing
- data management
- information technology
- decision support
- state space
- learning problems
- dynamic programming
- multi agent
- information systems
- optimal control
- genetic algorithm
- model free
- databases
- deep learning