Optimizing Crop Management with Reinforcement Learning and Imitation Learning.
Ran TaoPan ZhaoJing WuNicolas F. MartinMatthew T. HarrisonCarla Sofia Santos FerreiraZahra KalantariNaira HovakimyanPublished in: IJCAI (2023)
Keyphrases
- imitation learning
- reinforcement learning
- reinforcement learning methods
- function approximation
- control problems
- reinforcement learning algorithms
- state space
- model free
- optimal policy
- action selection
- markov decision processes
- learning problems
- multi agent
- maximum margin
- humanoid robot
- machine learning
- learning process
- image sequences
- optimal control
- graphical models
- temporal difference
- markov decision process
- feature selection
- computer vision