Markovletics: Methods and A Novel Application for Learning Continuous-Time Markov Chain Mixtures.
Fabian SpaehCharalampos E. TsourakakisPublished in: WWW (2024)
Keyphrases
- markov chain
- monte carlo method
- monte carlo simulation
- learning algorithm
- transition probabilities
- finite state
- monte carlo
- steady state
- state space
- reinforcement learning
- markov processes
- supervised learning
- random walk
- markov model
- stationary distribution
- transition matrix
- markov process
- stochastic process
- learning problems
- cross validation
- dynamic programming