pymdp: A Python library for active inference in discrete state spaces.
Conor HeinsBeren MillidgeDaphne DemekasBrennan KleinKarl J. FristonIain D. CouzinAlexander TschantzPublished in: J. Open Source Softw. (2022)
Keyphrases
- state space
- open source
- markov chain
- programming language
- continuous state spaces
- open source software
- bayesian inference
- graphical user interface
- probabilistic inference
- bayesian networks
- random fields
- heuristic search
- markov decision processes
- software development
- inference engine
- decision theoretic
- dynamic bayesian networks
- search space
- inference process
- discrete geometry
- data sets
- scripting language
- discrete version