Emergent communication through Metropolis-Hastings naming game with deep generative models.
Tadahiro TaniguchiYuto YoshidaYuta MatsuiNguyen Le HoangAkira TaniguchiYoshinobu HagiwaraPublished in: Adv. Robotics (2023)
Keyphrases
- generative model
- metropolis hastings
- markov chain monte carlo
- probabilistic model
- posterior distribution
- discriminative learning
- bayesian framework
- discriminative models
- posterior probability
- mixture model
- em algorithm
- prior knowledge
- conditional random fields
- deep belief networks
- sampling algorithm
- semi supervised
- latent dirichlet allocation
- topic models
- hidden variables
- maximum a posteriori
- hyperparameters
- expectation maximization
- bayesian networks
- semi supervised learning
- training set