Tree Search in DAG Space with Model-based Reinforcement Learning for Causal Discovery.
Victor-Alexandru DarvariuStephen HailesMirco MusolesiPublished in: CoRR (2023)
Keyphrases
- tree search
- causal discovery
- directed acyclic graph
- model based reinforcement learning
- causal models
- search algorithm
- search space
- constraint propagation
- branch and bound
- causal relationships
- bayesian networks
- search tree
- conditional independence
- mathematical programming
- discovery process
- directed graph
- prior knowledge
- reinforcement learning