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07/17/2023
Towards Self-Assembling Artificial Neural Networks through Neural Developmental Programs
Biological nervous systems are created in a fundamentally different way ...
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02/12/2023
MarioGPT: Open-Ended Text2Level Generation through Large Language Models
Procedural Content Generation (PCG) algorithms provide a technique to ge...
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04/25/2022
Goal-Guided Neural Cellular Automata: Learning to Control Self-Organising Systems
Inspired by cellular growth and self-organization, Neural Cellular Autom...
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04/25/2022
HyperNCA: Growing Developmental Networks with Neural Cellular Automata
In contrast to deep reinforcement learning agents, biological neural net...
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03/22/2022
A Unified Substrate for Body-Brain Co-evolution
The discovery of complex multicellular organism development took million...
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03/15/2021
Growing 3D Artefacts and Functional Machines with Neural Cellular Automata
Neural Cellular Automata (NCAs) have been proven effective in simulating...
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12/08/2020
EvoCraft: A New Challenge for Open-Endedness
This paper introduces EvoCraft, a framework for Minecraft designed to st...
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11/13/2020
Testing the Genomic Bottleneck Hypothesis in Hebbian Meta-Learning
Recent work has shown promising results using Hebbian meta-learning to s...
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07/06/2020