Bandits with Unobserved Confounders: A Causal Approach.
Elias BareinboimAndrew ForneyJudea PearlPublished in: NIPS (2015)
Keyphrases
- observational data
- experimental data
- causal effects
- causal inference
- causal discovery
- causal relationships
- causal structure
- causal models
- directed acyclic graph
- causal bayesian networks
- sample size
- latent variables
- bayesian networks
- stochastic systems
- artificial intelligence
- causal reasoning
- causal networks
- partially observed
- reinforcement learning
- case study
- multi armed bandit
- database
- multi armed bandits