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检索条件"主题词=Compositional Pattern Producing Networks"
10 条 记 录,以下是1-10 订阅
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CPPN2GAN: Combining compositional pattern producing networks and GANs for Large-scale pattern Generation
CPPN2GAN: Combining Compositional Pattern Producing Networks...
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Genetic and Evolutionary Computation Conference (GECCO)
作者: Schrum, Jacob Volz, Vanessa Risi, Sebastian Southwestern Univ Georgetown TX 78626 USA Modl Ai Copenhagen Denmark IT Univ Copenhagen Modl Ai Copenhagen Denmark
Generative Adversarial networks (GANs) are proving to be a powerful indirect genotype-to-phenotype mapping for evolutionary search, but they have limitations. In particular, GAN output does not scale to arbitrary dime... 详细信息
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Convolution by Evolution Differentiable pattern producing networks  16
Convolution by Evolution Differentiable Pattern Producing Ne...
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Genetic and Evolutionary Computation Conference (GECCO)
作者: Fernando, Chrisantha Banarse, Dylan Reynolds, Malcolm Besse, Frederic Pfau, David Jaderberg, Max Lanctot, Marc Wierstra, Daan Google DeepMind London England
In this work we introduce a differentiable version of the compositional pattern producing Network, called the DPPN. Unlike a standard CPPN, the topology of a DPPN is evolved but the weights are learned. A Lamarckian a... 详细信息
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Evolving Neural networks for Geometric Game-Tree Pruning  11
Evolving Neural Networks for Geometric Game-Tree Pruning
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13th Annual Genetic and Evolutionary Computation Conference (GECCO)
作者: Gauci, Jason Stanley, Kenneth O. Univ Cent Florida Dept EECS Orlando FL 32836 USA
Game-tree search is the engine behind many computer game opponents. Traditional game-tree search algorithms decide which move to make based on simulating actions, evaluating future board states, and then applying the ... 详细信息
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Scaffolding for interactively evolving novel drum tracks for existing songs
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EvoWorkshops 2008
作者: Hoover, Amy K. Rosario, Michael P. Stanley, Kenneth O. Univ Cent Florida Sch Elect Engn & Comp Sci Evolut Complex Res Grp Orlando FL 32836 USA
A major challenge in computer-generated music is to produce music that sounds natural. This paper introduces NEAT Drummer, which takes steps toward natural creativity. NEAT Drummer evolves a kind of artificial neural ... 详细信息
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A Novel Generative Encoding for Exploiting Neural Network Sensor and Output Geometry  07
A Novel Generative Encoding for Exploiting Neural Network Se...
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Annual Conference of Genetic and Evolutionary Computation Conference
作者: D'Ambrosio, David B. Stanley, Kenneth O. Univ Cent Florida Sch EECS Evolutionary Complex Res Grp Orlando FL 32836 USA
A significant problem for evolving artificial neural networks is that the physical arrangement of sensors and effectors is invisible to the evolutionary algorithm. For example, in this paper, directional sensors and e... 详细信息
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Research on Motion Evolution of Soft Robot Based on VoxCAD  12th
Research on Motion Evolution of Soft Robot Based on VoxCAD
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12th International Conference on Intelligent Robotics and Applications (ICIRA)
作者: Gu, Yueqin Zhang, Xuecheng Wu, Qiuxuan Li, Yancheng Zhang, Botao Gao, Farong Luo, Yanbin Hangzhou Dianzi Univ Hangzhou 310018 Peoples R China Zhejiang Tsinghua Inst Flexible Elect Technol Jiaxing Peoples R China
The shape changes of soft organisms demonstrate the survival rules in the evolution of self life. It is important for the transform control of soft robots about how to envolve suitable for the shape demands. In this p... 详细信息
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Generating Large-Scale Neural networks Through Discovering Geometric Regularities  07
Generating Large-Scale Neural Networks Through Discovering G...
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Annual Conference of Genetic and Evolutionary Computation Conference
作者: Gauci, Jason Stanley, Kenneth Univ Cent Florida Sch EECS Evolutionary Complex Res Grp Orlando FL 32836 USA
Connectivity patterns in biological brains exhibit many repeating motifs. This repetition mirrors inherent geometric regularities in the physical world. For example, stimuli that, excite adjacent locations oil the ret... 详细信息
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On the Suitability of Representations for Quality Diversity Optimization of Shapes  23
On the Suitability of Representations for Quality Diversity ...
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Genetic and Evolutionary Computation Conference (GECCO)
作者: Scarton, Ludovico Hagg, Alexander Bonn Rhein Sieg Univ Appl Sci St Augustin Germany
The representation, or encoding, utilized in evolutionary algorithms has a substantial effect on their performance. Examination of the suitability of widely used representations for quality diversity optimization (QD)... 详细信息
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Generative and developmental systems tutorial  15
Generative and developmental systems tutorial
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17th Genetic and Evolutionary Computation Conference, GECCO 2015
作者: Stanley, Kenneth O. Dept. of EECS Computer Science Division University of Central Florida United States
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Research on motion evolution of soft robot based on VoxCAD
Research on motion evolution of soft robot based on VoxCAD
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第六届国际仿生工程学术大会暨2019年自然启迪科技国际研讨会
作者: Qiuxuan Wu Xuecheng Zhang Yueqin Gu Rocket Force University of Engineering School of Automation Hangzhou Dianzi University PN Engineering College National University of Sciences and Technology
The soft robot with variable morphology mimics the "survival of the fittest" rule in Darwin's theory of evolution. By using the shape of a specific rule to simulate the display environment, the evolution... 详细信息
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