Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning.
Yuejiang LiuAlexandre AlahiChris RussellMax HornDominik ZietlowBernhard SchölkopfFrancesco LocatelloPublished in: CLeaR (2023)
Keyphrases
- learning process
- prior knowledge
- causal bayesian networks
- markov blanket
- bayesian networks
- active learning
- qualitative simulation
- learning algorithm
- causal discovery
- learning tasks
- learning systems
- online learning
- learning scenarios
- causal models
- causal reasoning
- reinforcement learning
- knowledge base
- causal structure
- machine learning
- causal inferences