12 citations · 27 across the 10 of their papers we have counts for
10 papers
What it takes to solve the Origin(s) of Life: An integrated review of techniques
OoLEN, Silke Asche, Carla Bautista +35
Understanding the origin(s) of life (OoL) is a fundamental challenge for science in the 21st century. Research on OoL spans many disciplines, including chemistry, physics, biology,…
An Optimal, Universal and Agnostic Decoding Method for Message Reconstruction, Bio and Technosignature Detection
Hector Zenil, Alyssa Adams, Felipe S. Abrahão +1
We present an agnostic signal reconstruction method for zero-knowledge one-way communication channels in which a receiver aims to interpret a message sent by an unknown source abou…
Two Ways of Understanding Social Dynamics: Analyzing the Predictability of Emergence of Objects in Reddit r/place Dependent on Locality in Space and Time
Alyssa M Adams, Javier Fernandez, Olaf Witkowski
Lately, studying social dynamics in interacting agents has been boosted by the power of computer models, which bring the richness of qualitative work, while offering the precision,…
Algorithmic Information Dynamics of Cellular Automata
Hector Zenil, Alyssa Adams
We illustrate an application of Algorithmic Information Dynamics to Cellular Automata (CA) demonstrating how this digital calculus is able to quantify change in discrete dynamical…
The Effects of Interaction Functions Between Two Cellular Automata
Alyssa M Adams
Biological systems are notorious for complex behavior within short timescales (e.g. metabolic activity) and longer time scales (e.g. evolutionary selection), along with their compl…
Failed zero forcing and critical sets on directed graphs
Alyssa Adams, Bonnie Jacob
Let be a simple digraph (directed graph) with vertex set and arc set where , and each arc is an ordered pair of distinct vertices. If ,…
Minimal Algorithmic Information Loss Methods for Dimension Reduction, Feature Selection and Network Sparsification
Hector Zenil, Narsis A. Kiani, Alyssa Adams +5
We present a novel, domain-agnostic, model-independent, unsupervised, and universally applicable Machine Learning approach for dimensionality reduction based on the principles of a…
Formal Definitions of Unbounded Evolution and Innovation Reveal Universal Mechanisms for Open-Ended Evolution in Dynamical Systems
Alyssa M Adams, Hector Zenil, Paul CW Davies +1
Open-ended evolution (OEE) is relevant to a variety of biological, artificial and technological systems, but has been challenging to reproduce in silico. Most theoretical efforts f…
Interacting Behavior and Emerging Complexity
Alyssa Adams, Hector Zenil, Eduardo Hermo Reyes +1
Can we quantify the change of complexity throughout evolutionary processes? We attempt to address this question through an empirical approach. In very general terms, we simulate tw…
Self-referencing cellular automata: A model of the evolution of information control in biological systems
Theodore P. Pavlic, Alyssa M. Adams, Paul C. W. Davies +1
Cellular automata have been useful artificial models for exploring how relatively simple rules combined with spatial memory can give rise to complex emergent patterns. Moreover, st…