Causal Discovery by Graph Attention Reinforcement Learning.
Dezhi YangGuoxian YuJun WangZhongmin YanMaozu GuoPublished in: SDM (2023)
Keyphrases
- causal discovery
- reinforcement learning
- directed acyclic graph
- causal models
- causal relationships
- causal structure
- bayesian networks
- discovery process
- function approximation
- optimal policy
- directed graph
- causal graph
- dynamic programming
- state space
- conditional independence
- markov blanket
- machine learning
- random variables
- learning process
- observational data
- database
- structural equation models