The Causal Sampler: A Sampling Approach to Causal Representation, Reasoning, and Learning.
Zachary DavisBob RehderPublished in: CogSci (2017)
Keyphrases
- qualitative models
- causal reasoning
- learning tasks
- qualitative simulation
- learning algorithm
- monte carlo
- learning process
- reinforcement learning
- causal independence
- knowledge acquisition
- learning systems
- prior knowledge
- causal networks
- multiple representations
- causal knowledge
- causal bayesian networks
- causal inferences
- qualitative reasoning
- markov chain monte carlo
- online learning
- knowledge representation
- bayesian networks
- knowledge base