Deep reinforcement learning-based beam Hopping algorithm in multibeam satellite systems.
Xin HuShuaijun LiuYipeng WangLexi XuYuchen ZhangCheng WangWeidong WangPublished in: IET Commun. (2019)
Keyphrases
- learning algorithm
- cost function
- dynamic programming
- search space
- computationally efficient
- matching algorithm
- tree structure
- detection algorithm
- genetic algorithm
- model free
- recognition algorithm
- segmentation algorithm
- expectation maximization
- probabilistic model
- computational cost
- experimental evaluation
- np hard
- k means
- preprocessing
- optimal solution
- reinforcement learning
- neural network
- worst case
- particle swarm optimization
- evolutionary algorithm
- optimization algorithm
- data structure
- monte carlo
- decision trees
- temporal difference