Monte Carlo elites: quality-diversity selection as a multi-armed bandit problem.
Konstantinos SfikasAntonios LiapisGeorgios N. YannakakisPublished in: GECCO (2021)
Keyphrases
- monte carlo
- monte carlo simulation
- markov chain
- importance sampling
- monte carlo methods
- stochastic approximation
- adaptive sampling
- particle filter
- machine learning
- point processes
- monte carlo tree search
- simulation study
- optimal strategy
- temporal difference
- monte carlo method
- variance reduction
- uct algorithm
- markovian decision
- game tree search
- objective function
- quasi monte carlo
- feature selection