| 1 |
A Genetic Programming Approach to Designing Convolutional Neural Network Architectures
Masanori Suganuma, Shinichi Shirakawa, Tomoharu Nagao
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🌅
Old Age
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cs.NE
|
606 |
8 years ago |
| 2 |
Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science
Randal S. Olson, Nathan Bartley, ... (+2 more)
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👻
Ghosted
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cs.NE
|
581 |
10 years ago |
| 3 |
GenAttack: Practical Black-box Attacks with Gradient-Free Optimization
Moustafa Alzantot, Yash Sharma, ... (+4 more)
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👻
Ghosted
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cs.LG
|
281 |
7 years ago |
| 4 |
Evolving Mario Levels in the Latent Space of a Deep Convolutional Generative Adversarial Network
Vanessa Volz, Jacob Schrum, ... (+4 more)
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👻
Ghosted
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cs.AI
|
253 |
7 years ago |
| 5 |
Fast Genetic Algorithms
Benjamin Doerr, Huu Phuoc Le, ... (+2 more)
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👻
Ghosted
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cs.NE
|
221 |
9 years ago |
| 6 |
AlphaStar: An Evolutionary Computation Perspective
Kai Arulkumaran, Antoine Cully, Julian Togelius
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👻
Ghosted
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cs.NE
|
197 |
7 years ago |
| 7 |
Where are we now? A large benchmark study of recent symbolic regression methods
Patryk Orzechowski, William La Cava, Jason H. Moore
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👻
Ghosted
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cs.NE
|
178 |
7 years ago |
| 8 |
Epsilon-Lexicase Selection for Regression
William La Cava, Lee Spector, Kourosh Danai
|
👻
Ghosted
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cs.NE
|
155 |
6 years ago |
| 9 |
Covariance Matrix Adaptation for the Rapid Illumination of Behavior Space
Matthew C. Fontaine, Julian Togelius, ... (+2 more)
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👻
Ghosted
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cs.LG
|
153 |
6 years ago |
| 10 |
Evolutionary Architecture Search For Deep Multitask Networks
Jason Liang, Elliot Meyerson, Risto Miikkulainen
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👻
Ghosted
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cs.NE
|
128 |
8 years ago |
| 11 |
Genetic Algorithms for Evolving Deep Neural Networks
Eli David, Iddo Greental
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👻
Ghosted
|
cs.NE
|
125 |
8 years ago |
| 12 |
PonyGE2: Grammatical Evolution in Python
Michael Fenton, James McDermott, ... (+4 more)
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👻
Ghosted
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cs.NE
|
120 |
9 years ago |
| 13 |
Evolutionary Neural AutoML for Deep Learning
Jason Liang, Elliot Meyerson, ... (+4 more)
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👻
Ghosted
|
cs.NE
|
119 |
7 years ago |
| 14 |
Neuroevolution of Self-Interpretable Agents
Yujin Tang, Duong Nguyen, David Ha
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👻
Ghosted
|
cs.NE
|
117 |
6 years ago |
| 15 |
Autonomous skill discovery with Quality-Diversity and Unsupervised Descriptors
Antoine Cully
|
👻
Ghosted
|
cs.RO
|
115 |
6 years ago |
| 16 |
Optimal Parameter Choices via Precise Black-Box Analysis
Benjamin Doerr, Carola Doerr, Jing Yang
|
👻
Ghosted
|
cs.NE
|
108 |
7 years ago |
| 17 |
Convolution by Evolution: Differentiable Pattern Producing Networks
Chrisantha Fernando, Dylan Banarse, ... (+6 more)
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👻
Ghosted
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cs.NE
|
104 |
9 years ago |
| 18 |
Safe Mutations for Deep and Recurrent Neural Networks through Output Gradients
Joel Lehman, Jay Chen, ... (+2 more)
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👻
Ghosted
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cs.NE
|
97 |
8 years ago |
| 19 |
ES Is More Than Just a Traditional Finite-Difference Approximator
Joel Lehman, Jay Chen, ... (+2 more)
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👻
Ghosted
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cs.NE
|
95 |
8 years ago |
| 20 |
Scaling MAP-Elites to Deep Neuroevolution
Cédric Colas, Joost Huizinga, ... (+2 more)
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👻
Ghosted
|
cs.NE
|
94 |
6 years ago |
| 21 |
Deep Reinforcement Learning Based Parameter Control in Differential Evolution
Mudita Sharma, Alexandros Komninos, ... (+2 more)
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👻
Ghosted
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cs.NE
|
93 |
6 years ago |
| 22 |
LLMatic: Neural Architecture Search via Large Language Models and Quality Diversity Optimization
Muhammad U. Nasir, Sam Earle, ... (+3 more)
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💀
404 Not Found
|
cs.NE
|
92 |
2 years ago |
| 23 |
Discovering the Elite Hypervolume by Leveraging Interspecies Correlation
Vassilis Vassiliades, Jean-Baptiste Mouret
|
👻
Ghosted
|
cs.NE
|
89 |
7 years ago |
| 24 |
Autostacker: A Compositional Evolutionary Learning System
Boyuan Chen, Harvey Wu, ... (+3 more)
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👻
Ghosted
|
cs.LG
|
86 |
8 years ago |
| 25 |
Talakat: Bullet Hell Generation through Constrained Map-Elites
Ahmed Khalifa, Scott Lee, ... (+2 more)
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👻
Ghosted
|
cs.AI
|
84 |
7 years ago |
| 26 |
Benchmarking Discrete Optimization Heuristics with IOHprofiler
Carola Doerr, Furong Ye, ... (+4 more)
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👻
Ghosted
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cs.NE
|
80 |
6 years ago |
| 27 |
Optimal Parameter Choices Through Self-Adjustment: Applying the 1/5-th Rule in Discrete Settings
Benjamin Doerr, Carola Doerr
|
👻
Ghosted
|
cs.NE
|
80 |
10 years ago |
| 28 |
Mapping Hearthstone Deck Spaces through MAP-Elites with Sliding Boundaries
Matthew C. Fontaine, Scott Lee, ... (+4 more)
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👻
Ghosted
|
cs.NE
|
79 |
6 years ago |
| 29 |
The (1+$λ$) Evolutionary Algorithm with Self-Adjusting Mutation Rate
Benjamin Doerr, Christian Gießen, ... (+2 more)
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👻
Ghosted
|
cs.NE
|
76 |
8 years ago |
| 30 |
Large Scale Evolution of Convolutional Neural Networks Using Volunteer Computing
Travis Desell
|
👻
Ghosted
|
cs.NE
|
75 |
9 years ago |
| 31 |
Diversity Policy Gradient for Sample Efficient Quality-Diversity Optimization
Thomas Pierrot, Valentin Macé, ... (+7 more)
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👻
Ghosted
|
cs.AI
|
74 |
5 years ago |
| 32 |
evosax: JAX-based Evolution Strategies
Robert Tjarko Lange
|
👻
Ghosted
|
cs.NE
|
72 |
3 years ago |
| 33 |
Optimization by Pairwise Linkage Detection, Incremental Linkage Set, and Restricted / Back Mixing: DSMGA-II
Shih-Huan Hsu, Tian-Li Yu
|
👻
Ghosted
|
cs.NE
|
71 |
7 years ago |
| 34 |
Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification
Bin Wang, Yanan Sun, ... (+2 more)
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👻
Ghosted
|
cs.NE
|
70 |
7 years ago |
| 35 |
Quality Diversity for Multi-task Optimization
Jean-Baptiste Mouret, Glenn Maguire
|
👻
Ghosted
|
cs.NE
|
69 |
6 years ago |
| 36 |
Evolving simple programs for playing Atari games
Dennis G Wilson, Sylvain Cussat-Blanc, ... (+2 more)
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👻
Ghosted
|
cs.NE
|
67 |
7 years ago |
| 37 |
Runtime Analysis of the $(1+(λ,λ))$ Genetic Algorithm on Random Satisfiable 3-CNF Formulas
Maxim Buzdalov, Benjamin Doerr
|
👻
Ghosted
|
cs.NE
|
65 |
8 years ago |
| 38 |
ChatGPT and Other Large Language Models as Evolutionary Engines for Online Interactive Collaborative Game Design
Pier Luca Lanzi, Daniele Loiacono
|
👻
Ghosted
|
cs.AI
|
62 |
3 years ago |
| 39 |
Spatial Evolutionary Generative Adversarial Networks
Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
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👻
Ghosted
|
cs.NE
|
61 |
6 years ago |
| 40 |
Investigating Recurrent Neural Network Memory Structures using Neuro-Evolution
Alexander Ororbia, Ahmed Ahmed Elsaid, Travis Desell
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👻
Ghosted
|
cs.NE
|
60 |
7 years ago |
| 41 |
Interactive Evolution and Exploration Within Latent Level-Design Space of Generative Adversarial Networks
Jacob Schrum, Jake Gutierrez, ... (+4 more)
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👻
Ghosted
|
cs.NE
|
59 |
5 years ago |
| 42 |
Discrepancy-based Evolutionary Diversity Optimization
Aneta Neumann, Wanru Gao, ... (+3 more)
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👻
Ghosted
|
cs.NE
|
59 |
8 years ago |
| 43 |
Evolutionary Optimization of Deep Learning Activation Functions
Garrett Bingham, William Macke, Risto Miikkulainen
|
👻
Ghosted
|
cs.LG
|
57 |
6 years ago |
| 44 |
COEGAN: Evaluating the Coevolution Effect in Generative Adversarial Networks
Victor Costa, Nuno Lourenço, ... (+2 more)
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👻
Ghosted
|
cs.NE
|
57 |
6 years ago |
| 45 |
Evolutionary Diversity Optimization Using Multi-Objective Indicators
Aneta Neumann, Wanru Gao, ... (+2 more)
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👻
Ghosted
|
cs.NE
|
57 |
7 years ago |
| 46 |
Fully Autonomous Programming with Large Language Models
Vadim Liventsev, Anastasiia Grishina, ... (+2 more)
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👻
Ghosted
|
cs.SE
|
56 |
2 years ago |
| 47 |
Deep Neuroevolution of Recurrent and Discrete World Models
Sebastian Risi, Kenneth O. Stanley
|
👻
Ghosted
|
cs.NE
|
56 |
6 years ago |
| 48 |
Intentional Computational Level Design
Ahmed Khalifa, Michael Cerny Green, ... (+2 more)
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👻
Ghosted
|
cs.AI
|
55 |
6 years ago |
| 49 |
Theory of Estimation-of-Distribution Algorithms
Martin S. Krejca, Carsten Witt
|
👻
Ghosted
|
cs.NE
|
54 |
7 years ago |
| 50 |
Demonstrating the Feasibility of Automatic Game Balancing
Vanessa Volz, Günter Rudolph, Boris Naujoks
|
👻
Ghosted
|
cs.HC
|
52 |
10 years ago |