Monte Carlo Policy Gradient Method for Binary Optimization.
Cheng ChenRuitao ChenTianyou LiRuicheng AoZaiwen WenPublished in: CoRR (2023)
Keyphrases
- monte carlo
- gradient method
- optimization methods
- monte carlo methods
- policy gradient
- convergence rate
- monte carlo simulation
- importance sampling
- markov chain
- step size
- markovian decision
- optimization problems
- monte carlo tree search
- optimization algorithm
- adaptive sampling
- global optimization
- optimization method
- policy evaluation
- image segmentation
- negative matrix factorization
- matrix inversion
- temporal difference
- particle filter
- variance reduction
- least squares
- support vector machine
- search algorithm