Optimizing Crop Management with Reinforcement Learning and Imitation Learning.
Ran TaoPan ZhaoJing WuNicolas F. MartinMatthew T. HarrisonCarla Sofia Santos FerreiraZahra KalantariNaira HovakimyanPublished in: CoRR (2022)
Keyphrases
- imitation learning
- reinforcement learning
- function approximation
- reinforcement learning methods
- state space
- learning algorithm
- model free
- reinforcement learning algorithms
- markov decision processes
- maximum margin
- robotic systems
- control problems
- optimal policy
- humanoid robot
- control strategies
- temporal difference
- learning capabilities
- multi agent
- support vector machine
- machine learning
- dynamic programming