Optimizing Crop Management with Reinforcement Learning and Imitation Learning.
Ran TaoPan ZhaoJing WuNicolas F. MartinMatthew T. HarrisonCarla Sofia Santos FerreiraZahra KalantariNaira HovakimyanPublished in: AAMAS (2023)
Keyphrases
- imitation learning
- reinforcement learning
- reinforcement learning methods
- function approximation
- model free
- state space
- markov decision processes
- machine learning
- control problems
- optimal control
- maximum margin
- learning process
- transfer learning
- optimal policy
- multi modal
- dynamic programming
- temporal difference
- reinforcement learning algorithms
- support vector
- multi agent