Evolution as a Random Walk on a High-Dimensional Manifold Defined by Physical Law: Implications for Open-Ended Artificial Life.
Andrew NelsonBrenae BaileyPublished in: ALIFE (2014)
Keyphrases
- random walk
- artificial life
- open ended
- high dimensional
- low dimensional
- graph laplacian
- situated agents
- artificial intelligence
- swarm intelligence
- evolutionary computation
- transition probabilities
- markov chain
- natural selection
- learning outcomes
- parameter space
- living systems
- markov random walk
- link prediction
- manifold learning
- feature space
- high dimensional data
- dimensionality reduction
- data points
- search algorithm
- web graph
- sparse coding
- dimension reduction
- transition probability matrix