Speeding up many-objective optimization by Monte Carlo approximations.
Karl BringmannTobias FriedrichChristian IgelThomas VoßPublished in: Artif. Intell. (2013)
Keyphrases
- monte carlo
- variance reduction
- policy evaluation
- markov chain
- monte carlo simulation
- importance sampling
- simulation study
- multiple objectives
- markovian decision
- adaptive sampling
- monte carlo tree search
- monte carlo methods
- monte carlo method
- optimal strategy
- particle filter
- stochastic approximation
- least squares
- multi objective evolutionary algorithms
- temporal difference
- simulated annealing