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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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01/31/2023
Skill Decision Transformer
Recent work has shown that Large Language Models (LLMs) can be incredibl...
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06/14/2022
Severe Damage Recovery in Evolving Soft Robots through Differentiable Programming
Biological systems are very robust to morphological damage, but artifici...
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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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01/28/2022
Variational Neural Cellular Automata
In nature, the process of cellular growth and differentiation has lead t...
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04/06/2021
MuSLCAT: Multi-Scale Multi-Level Convolutional Attention Transformer for Discriminative Music Modeling on Raw Waveforms
In this work, we aim to improve the expressive capacity of waveform-base...
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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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11/30/2018