An Efficient Monte Carlo-based Probabilistic Time-Dependent Routing Calculation Targeting a Server-Side Car Navigation System.
Emanuele VitaliDavide GadioliGianluca PalermoMartin GolasowskiJoão BispoPedro PintoJan MartinovicKaterina SlaninováJoão M. P. CardosoCristina SilvanoPublished in: CoRR (2019)
Keyphrases
- monte carlo
- importance sampling
- markov chain
- monte carlo simulation
- matrix inversion
- monte carlo tree search
- markovian decision
- probabilistic model
- particle filter
- monte carlo methods
- generative model
- optimal strategy
- adaptive sampling
- stochastic approximation
- variance reduction
- bayesian networks
- routing protocol
- quasi monte carlo
- reinforcement learning
- policy evaluation
- travel time
- posterior probability
- probability distribution
- point processes