Adding Expert Knowledge and Exploration in Monte-Carlo Tree Search.
Guillaume ChaslotChristophe FiterJean-Baptiste HoockArpad RimmelOlivier TeytaudPublished in: ACG (2009)
Keyphrases
- expert knowledge
- monte carlo tree search
- monte carlo
- expert systems
- tree search algorithm
- knowledge engineering
- domain knowledge
- fuzzy logic
- evaluation function
- bayesian reinforcement learning
- bayesian networks
- monte carlo search
- domain experts
- prior knowledge
- alpha beta search
- game tree
- particle filter
- temporal difference
- general purpose
- knowledge base
- action selection
- domain specific
- temporal difference learning
- training data
- data sets
- real time