Amplifying Exploration in Monte-Carlo Tree Search by Focusing on the Unknown.
Cedric DerstroffJannis BruggerJannis BlümlMira MeziniStefan KramerKristian KerstingPublished in: CoRR (2024)
Keyphrases
- monte carlo tree search
- monte carlo
- tree search algorithm
- evaluation function
- bayesian reinforcement learning
- game tree
- alpha beta search
- machine learning
- temporal difference learning
- monte carlo search
- reinforcement learning
- upper bound
- sufficient conditions
- constraint satisfaction
- learning tasks
- action selection