Accelerating Monte Carlo based SSTA using FPGA.
Jason CongKarthik GururajWei JiangBin LiuKirill MinkovichBo YuanYi ZouPublished in: FPGA (2010)
Keyphrases
- monte carlo
- hardware implementation
- field programmable gate array
- markov chain
- importance sampling
- hardware architecture
- monte carlo simulation
- simulation study
- adaptive sampling
- monte carlo methods
- monte carlo tree search
- signal processing
- particle filter
- optimal strategy
- monte carlo method
- stochastic approximation
- uct algorithm
- markovian decision
- confidence intervals
- support vector
- reinforcement learning
- temporal difference learning
- variance reduction
- parallel architecture
- policy evaluation
- matrix inversion
- parallel computing
- point processes
- learning algorithm