Recursive Metropolis-Hastings Naming Game: Symbol Emergence in a Multi-agent System based on Probabilistic Generative Models.
Jun InukaiTadahiro TaniguchiAkira TaniguchiYoshinobu HagiwaraPublished in: CoRR (2023)
Keyphrases
- generative model
- metropolis hastings
- markov chain monte carlo
- probabilistic model
- mixture model
- posterior probability
- em algorithm
- bayesian framework
- prior knowledge
- posterior distribution
- discriminative learning
- latent dirichlet allocation
- discriminative models
- conditional random fields
- hidden variables
- semi supervised
- bayesian networks
- computer vision
- sampling algorithm
- parameter learning
- topic models
- expectation maximization
- exponential family
- hidden markov models
- active learning