Artificial Life

23 papers with code • 0 benchmarks • 0 datasets

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Most implemented papers

Lenia - Biology of Artificial Life

Chakazul/Lenia 13 Dec 2018

We report a new system of artificial life called Lenia (from Latin lenis "smooth"), a two-dimensional cellular automaton with continuous space-time-state and generalized local rule.

Artificial life properties of directed interaction combinators vs. chemlambda

mbuliga/quinegraphs 12 May 2020

We provide a framework for experimentation at https://mbuliga. github. io/quinegraphs/ic-vs-chem. html#icvschem with two artificial chemistries: directed interaction combinators (dirIC, defined in section 2) and chemlambda.

Melting Pot 2.0

deepmind/meltingpot 24 Nov 2022

Melting Pot is a research tool developed to facilitate work on multi-agent artificial intelligence, and provides an evaluation protocol that measures generalization to novel social partners in a set of canonical test scenarios.

Coevolution of Camouflage

cwreynolds/texsyn 24 Apr 2023

Camouflage in nature seems to arise from competition between predator and prey.

Self-Replicating Machines in Continuous Space with Virtual Physics

pdturney/johnnyvon 15 Apr 2003

We demonstrate that, if an arbitrary "seed" pattern is put in a "soup" of separate individual particles, the pattern will replicate by assembling the individual particles into copies of itself.

Safe Mutations for Deep and Recurrent Neural Networks through Output Gradients

uber-common/safemutations 18 Dec 2017

While neuroevolution (evolving neural networks) has a successful track record across a variety of domains from reinforcement learning to artificial life, it is rarely applied to large, deep neural networks.

Evolving Structures in Complex Systems

hugcis/evolving-structures-in-complex-systems 4 Nov 2019

In this paper we propose an approach for measuring growth of complexity of emerging patterns in complex systems such as cellular automata.

Combinatory Chemistry: Towards a Simple Model of Emergent Evolution

mbuliga/chemski 17 Mar 2020

An explanatory model for the emergence of evolvable units must display emerging structures that (1) preserve themselves in time (2) self-reproduce and (3) tolerate a certain amount of variation when reproducing.

Lenia and Expanded Universe

Chakazul/Lenia 7 May 2020

We report experimental extensions of Lenia, a continuous cellular automata family capable of producing lifelike self-organizing autonomous patterns.

Open Questions in Creating Safe Open-ended AI: Tensions Between Control and Creativity

rgreenblatt/ai_alignment_readings 12 Jun 2020

This paper proposes that open-ended evolution and artificial life have much to contribute towards the understanding of open-ended AI, focusing here in particular on the safety of open-ended search.