Monte Carlo Elites: Quality-Diversity Selection as a Multi-Armed Bandit Problem.
Konstantinos SfikasAntonios LiapisGeorgios N. YannakakisPublished in: CoRR (2021)
Keyphrases
- monte carlo
- importance sampling
- markov chain
- simulation study
- monte carlo simulation
- adaptive sampling
- particle filter
- optimal strategy
- monte carlo methods
- monte carlo method
- markovian decision
- monte carlo tree search
- stochastic approximation
- matrix inversion
- point processes
- reinforcement learning
- global illumination
- machine learning
- temporal difference learning
- confidence intervals
- uct algorithm
- quasi monte carlo