A Probabilistic Approach to Extended Finite State Mean Field Games.
René CarmonaPeiqi WangPublished in: Math. Oper. Res. (2021)
Keyphrases
- finite state
- action sets
- continuous time bayesian networks
- markov chain
- markov decision processes
- belief networks
- model checking
- markov random field
- probabilistic model
- probabilistic context free grammars
- tree automata
- monte carlo
- optimal policy
- generative model
- bayesian networks
- em algorithm
- expectation maximization
- reinforcement learning
- machine learning
- bayesian inference
- posterior distribution
- markov networks
- probability distribution