Dynamic randomization and domain knowledge in Monte-Carlo Tree Search for Go knowledge-based systems.
Keh-Hsun ChenPublished in: Knowl. Based Syst. (2012)
Keyphrases
- knowledge based systems
- domain knowledge
- monte carlo tree search
- knowledge sources
- expert systems
- knowledge acquisition
- monte carlo
- knowledge engineering
- knowledge base
- artificial intelligence
- knowledge representation
- deep knowledge
- domain experts
- evaluation function
- dynamic environments
- reinforcement learning
- optimal policy
- neural network
- search algorithm
- bayesian reinforcement learning