Rapidly Learning Bayesian Networks for Complex System Diagnosis: A Reinforcement Learning Directed Greedy Search Approach.
Wenfeng ZhangWenquan FengHongbo ZhaoQi ZhaoPublished in: IEEE Access (2020)
Keyphrases
- learning bayesian networks
- greedy search
- reinforcement learning
- statistical data
- incomplete data
- bayesian networks
- structure learning
- search space
- conditional independence
- learning algorithm
- heuristic search
- search algorithm
- machine learning
- convergence speed
- graphical models
- data sources
- dynamic programming
- beam search
- decision trees