Monte-Carlo optimizations for resource allocation problems in stochastic network systems.
Milos HauskrechtTomás SingliarPublished in: UAI (2003)
Keyphrases
- monte carlo
- resource allocation problems
- markov chain
- monte carlo simulation
- importance sampling
- particle filter
- monte carlo methods
- stochastic approximation
- adaptive sampling
- resource allocation
- point processes
- monte carlo method
- genetic algorithm
- markovian decision
- monte carlo tree search
- policy evaluation
- resource constraints
- quasi monte carlo
- bayesian networks