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Inspired by biological and cultural evolution, there have been many attempts to explore and elucidate the necessary conditions for open-endedness in artificial intelligence and artificial life. Using a continuous cellular automata called…

Neural and Evolutionary Computing · Computer Science 2023-04-13 Bert Wang-Chak Chan

Of all the issues discussed at {\em Alife VII: Looking Forward, Looking Backward}, the issue of whether it was possible to create an artificial life system that exhibits {\em open-ended evolution} of novelty is by far the biggest. Of the 14…

Adaptation and Self-Organizing Systems · Physics 2007-05-23 Russell K. Standish

Nature's spectacular inventiveness, reflected in the enormous diversity of form and function displayed by the biosphere, is a feature of life that distinguishes living most strongly from nonliving. It is, therefore, not surprising that this…

Neural and Evolutionary Computing · Computer Science 2019-09-11 Norman Packard , Mark A. Bedau , Alastair Channon , Takashi Ikegami , Steen Rasmussen , Kenneth O. Stanley , Tim Taylor

Artificial life aims to understand the fundamental principles of biological life by creating computational models that exhibit life-like properties. Although artificial life systems show promise for simulating biological evolution,…

Neural and Evolutionary Computing · Computer Science 2025-06-04 Niko Lorantos , Lee Spector

The goal of Artificial Life research, as articulated by Chris Langton, is "to contribute to theoretical biology by locating life-as-we-know-it within the larger picture of life-as-it-could-be" (1989, p.1). The study and pursuit of…

Artificial Intelligence · Computer Science 2022-09-20 James M. Borg , Andrew Buskell , Rohan Kapitany , Simon T. Powers , Eva Reindl , Claudio Tennie

Foundation models (FMs) have recently opened up new frontiers in the field of artificial life (ALife) by providing powerful tools to automate search through ALife simulations. Previous work aligns ALife simulations with natural language…

Artificial Intelligence · Computer Science 2025-09-29 Nikhil Baid , Hannah Erlebach , Paul Hellegouarch , Frederico Wieser

Human intelligence emerged through the process of natural selection and evolution on Earth. We investigate what it would take to re-create this process in silico. While past work has often focused on low-level processes (such as simulating…

Artificial Intelligence · Computer Science 2024-09-04 Chris Lu , Michael Beukman , Michael Matthews , Jakob Foerster

As artificial intelligence (AI) rapidly advances, especially in multimodal large language models (MLLMs), research focus is shifting from single-modality text processing to the more complex domains of multimodal and embodied AI. Embodied…

Systems Biology has emerged in the last years as a new holistic approach based on the global understanding of cells instead of only being focused on their individual parts (genes or proteins), to better understand the complexity of human…

A paper in the recent Artificial Life journal special issue on open-ended evolution (OEE) presents a simple evolving computational system that, it is claimed, satisfies all proposed requirements for OEE (Hintze, 2019). Analysis and…

Neural and Evolutionary Computing · Computer Science 2020-06-08 Tim Taylor

As autonomous agents increasingly operate in real-world digital ecosystems, understanding how they coordinate, form institutions, and accumulate shared culture becomes both a scientific and practical priority. This paper introduces…

Multiagent Systems · Computer Science 2026-03-19 Giuseppe Paolo , Jamieson Warner , Hormoz Shahrzad , Babak Hodjat , Risto Miikkulainen , Elliot Meyerson

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 focus on key aspects of open-ended evolution as it appears in…

Neural and Evolutionary Computing · Computer Science 2016-12-20 Alyssa M Adams , Hector Zenil , Paul CW Davies , Sara I Walker

SLiM is an efficient forward population genetic simulation designed for studying the effects of linkage and selection on a chromosome-wide scale. The program can incorporate complex scenarios of demography and population substructure,…

Populations and Evolution · Quantitative Biology 2013-01-15 Philipp W. Messer

Artificial Life (ALife) as an interdisciplinary field draws inspiration and influence from a variety of perspectives. Scientific progress crucially depends, then, on concerted efforts to invite cross-disciplinary dialogue. The goal of this…

Artificial Intelligence · Computer Science 2024-06-25 L. B. Soros , Alyssa Adams , Stefano Kalonaris , Olaf Witkowski , Christian Guckelsberger

We propose a generic model of eco-systems, with a {\it hierarchical} food web structure. In our computer simulations we let the eco-system evolve continuously for so long that that we can monitor extinctions as well as speciations over…

Populations and Evolution · Quantitative Biology 2009-11-10 Debashish Chowdhury , Dietrich Stauffer

Reproduction, development, and individual interactions are essential topics in artificial life. The cellular automata, which can handle these in a composite way, is highly restricted in its form and behavior because it represents life as a…

Neural and Evolutionary Computing · Computer Science 2022-11-29 Keishu Utimula

Artificial life originated and has long studied the topic of open-ended evolution, which seeks the principles underlying artificial systems that innovate continually, inspired by biological evolution. Recently, interest has grown within the…

Neural and Evolutionary Computing · Computer Science 2020-06-16 Adrien Ecoffet , Jeff Clune , Joel Lehman

Analogous to living ecosystems in nature, web services form an artificial ecosystem consisting of many tags and their associated media, such as photographs, movies, and web pages created by human users. Concerning biological ecosystems, we…

Social and Information Networks · Computer Science 2019-04-01 Takashi Ikegami , Yasuhiro Hashimoto , Mizuki Oka

Large Language Models (LLMs) have taken the field of AI by storm, but their adoption in the field of Artificial Life (ALife) has been, so far, relatively reserved. In this work we investigate the potential synergies between LLMs and ALife,…

Higher-order recursion schemes are a higher-order analogue of Boolean Programs; they form a natural class of abstractions for functional programs. We present a new, efficient algorithm for checking CTL properties of the trees generated by…

Programming Languages · Computer Science 2020-12-25 M. M. Lester , R. P. Neatherway , C. -H. L. Ong , S. J. Ramsay
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