Deep reinforcement learning for irrigation scheduling using high-dimensional sensor feedback.
Yuji SaikaiAllan S. PeakeKarine ChenuPublished in: CoRR (2023)
Keyphrases
- high dimensional
- reinforcement learning
- scheduling problem
- scheduling algorithm
- sensor data
- low dimensional
- quality control
- similarity search
- state space
- function approximation
- dimensionality reduction
- flexible manufacturing systems
- parameter space
- sensor networks
- data points
- feature space
- resource allocation
- multi sensor
- learning algorithm
- optimal policy
- learning process
- markov decision processes
- multi agent
- high dimensional data
- relevance feedback
- variable selection
- data sets
- reinforcement learning algorithms
- real time
- action space
- resource constraints
- similarity measure
- supervised learning