JIDT: An information-theoretic toolkit for studying the dynamics of complex systems.
Joseph T. LizierPublished in: CoRR (2014)
Keyphrases
- complex systems
- information theoretic
- mutual information
- dynamic systems
- information theory
- agent based models
- theoretic framework
- information bottleneck
- emergent behavior
- information theoretic measures
- multi agent systems
- discrete event systems
- biological systems
- image registration
- multi modality
- jensen shannon divergence
- entropy measure
- mathematical models
- dynamical systems
- minimum description length
- log likelihood
- kl divergence
- agent based modeling
- relative entropy
- cellular automata
- physical systems
- steady state simulation
- distributional clustering
- collective behavior
- probabilistic model