pymdp: A Python library for active inference in discrete state spaces.
Conor HeinsBeren MillidgeDaphne DemekasBrennan KleinKarl J. FristonIain CouzinAlexander TschantzPublished in: CoRR (2022)
Keyphrases
- state space
- probabilistic inference
- continuous state spaces
- bayesian inference
- discrete version
- programming language
- open source
- decision theoretic
- finite number
- inference process
- graphical user interface
- structured prediction
- inference engine
- markov decision processes
- markov chain
- reinforcement learning
- bayesian networks
- machine learning
- data sets
- reinforcement learning algorithms
- bayesian model
- initial state
- search algorithm
- discrete space