Resource Allocation via Model-Free Deep Learning in Free Space Optical Communications.
Zhan GaoMark EisenAlejandro RibeiroPublished in: IEEE Trans. Commun. (2022)
Keyphrases
- resource allocation
- model free
- deep learning
- reinforcement learning
- reinforcement learning algorithms
- unsupervised learning
- resource allocation problems
- unsupervised feature learning
- function approximation
- machine learning
- optimal resource allocation
- temporal difference
- weakly supervised
- resource allocation decisions
- allocation problems
- mental models
- decision problems
- feature space
- pattern recognition
- distributed resource allocation
- resource allocation and scheduling
- scarce resources
- optimal policy
- learning algorithm