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pro vyhledávání: '"Davis, Q. Tyrell"'
Autor:
Davis, Q. Tyrell
Publikováno v:
2024 Conference on Artificial Life
Like Life, Lenia CA support a range of patterns that move, interact with their environment, and/or are modified by said interactions. These patterns maintain a cohesive, self-organizing morphology, i.e. they exemplify autopoiesis, the self-organizati
Externí odkaz:
http://arxiv.org/abs/2407.21086
Autor:
Davis, Q. Tyrell
Publikováno v:
Innovations in Machine Intelligence (IMI), vol.3, pp. 1-23
Many simulated complex systems that support persistent self-organizing patterns, i.e. gliders, have a 'state-plus-update' paradigm. This approach can be found in computational models of physics, continuous and neural cellular automata, residual conne
Externí odkaz:
http://arxiv.org/abs/2401.13111
Autor:
Davis, Q. Tyrell
John H. Conway's Game of Life, as well as cellular automata in the larger family of Life-like CA, are discrete: the cells have a binary state space and the birth and survival transition rules are 9-bits apiece. Inspired by Life, several projects have
Externí odkaz:
http://arxiv.org/abs/2208.09444
Autor:
Davis, Q. Tyrell, Bongard, Josh
Step size in continuous cellular automata (CA) plays an important role in the stability and behavior of self-organizing patterns. Continous CA dynamics are defined by formula very similar to numerical estimation of physics-based ordinary differential
Externí odkaz:
http://arxiv.org/abs/2205.12728
Autor:
Davis, Q. Tyrell, Bongard, Josh
Recent work with Lenia, a continuously-valued cellular automata (CA) framework, has yielded $\sim$100s of compelling, bioreminiscent and mobile patterns. Lenia can be viewed as a continuously-valued generalization of the Game of Life, a seminal cellu
Externí odkaz:
http://arxiv.org/abs/2205.10463
Autor:
Davis, Q. Tyrell, Bongard, Josh
Substantial efforts have been applied to engineer CA with desired emergent properties, such as supporting gliders. Recent work in continuous CA has generated a wide variety of compelling bioreminiscent patterns, and the expansion of CA research into
Externí odkaz:
http://arxiv.org/abs/2204.07541
Autor:
Davis, Q. Tyrell
This paper is both an introduction and an invitation. It is an introduction to CARLE, a Life-like cellular automata simulator and reinforcement learning environment. It is also an invitation to Carle's Game, a challenge in open-ended machine explorat
Externí odkaz:
http://arxiv.org/abs/2107.05786
Autor:
Davis, Q. Tyrell
Microtubules (MTs) are filamentous protein polymers roughly 25 nm in diameter. Ubiquitous in eukaryotes, MTs are well known for their structural role but also act as actuators, sensors, and, in association with other proteins, checkpoint regulators.
Externí odkaz:
http://arxiv.org/abs/1707.04139
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