Structural Causal Bandits with Non-Manipulable Variables.
Sanghack LeeElias BareinboimPublished in: AAAI (2019)
Keyphrases
- structural model
- causal relationships
- causal structure
- causal relations
- causal models
- markov blanket
- structural models
- causal bayesian networks
- causal discovery
- directed acyclic graph
- bayesian networks
- structural features
- causal graph
- stochastic systems
- causal reasoning
- variable selection
- structural information
- reinforcement learning
- observational data
- causal networks
- genetic algorithm
- neural network
- multi armed bandits
- structural analysis
- objective function
- data mining