Monte Carlo Q-learning for General Game Playing.
Hui WangMichael EmmerichAske PlaatPublished in: CoRR (2018)
Keyphrases
- monte carlo
- general game playing
- stochastic approximation
- game tree search
- game playing
- temporal difference learning
- reinforcement learning
- markov chain
- function approximation
- evaluation function
- monte carlo simulation
- cooperative
- state space
- learning algorithm
- temporal difference
- reinforcement learning algorithms
- importance sampling
- optimal policy
- game players
- markovian decision
- monte carlo methods
- adaptive sampling
- particle filter
- action selection
- multi agent
- game description language
- monte carlo tree search
- machine learning
- variance reduction
- game tree
- model free
- optimal strategy
- point processes