Evolutionary Architecture Search For Deep Multitask Networks

Risto Miikkulainen , Elliot Meyerson , Jason Liang
arXiv: Neural and Evolutionary Computing

118
2018
Evolution is the new deep learning

Risto Miikkulainen , Babak Hodjat , Xin Qiu , Jason Liang
ACM Sigevolution 11 ( 1) 3 -7

2018
Evolutionary neural AutoML for deep learning

Jason Liang , Elliot Meyerson , Babak Hodjat , Dan Fink
genetic and evolutionary computation conference 401 -409

80
2019
Evolving deep neural networks

Risto Miikkulainen , Jason Liang , Elliot Meyerson , Aditya Rawal
Academic Press 269 -287

1,211
2024
Regularized evolutionary population-based training

Jason Liang , Santiago Gonzalez , Hormoz Shahrzad , Risto Miikkulainen
323 -331

10
2021
Discovering gated recurrent neural network architectures

Aditya Rawal , Jason Liang , Risto Miikkulainen
Springer Singapore 233 -251

5
2020
Asynchronous evolution of deep neural network architectures

Jason Liang , Hormoz Shahrzad , Risto Miikkulainen
Applied Soft Computing 152 111209 -111209

1
2024
System and Method For Regularized Evolutionary Population-Based Training

Jason Liang , Risto Miikkulainen , Hormoz Shahrzad , Santiago Gonzalez

2023
UT Austin Villa: RoboCup 2015 3D simulation league competition and technical challenges champions

Patrick MacAlpine , Josiah Hanna , Jason Liang , Peter Stone
RoboCup 2015: Robot World Cup XIX 19 118 -131

20
2015
Population-Based Training for Loss Function Optimization

Jason Liang , Santiago Gonzalez , Risto Miikkulainen
arXiv preprint arXiv:2002.04225

3
2020
Training Stacked Denoising Autoencoders for Representation Learning

Jason Liang , Keith Kelly
arXiv preprint arXiv:2102.08012

3
2014
UT Austin Villa: A Machine Learning Approach for Kicking and Passing

Patrick MacAlpine , Josiah Hanna , Jason Liang , Peter Stone

2015
Evolution of deep neural network structures

Jason Zhi Liang , Risto Miikkulainen

25
2022
Cooperative evolution of deep neural network structures

Jason Zhi Liang , Risto Miikkulainen

19
2022
Evolutionary architectures for evolution of deep neural networks

Jason Zhi Liang , Elliot Meyerson , Risto Miikkulainen

9
2021
Artificial intelligence in the age of neural networks and brain computing

Risto Miikkulainen , J Liang , E Meyerson , A Rawal
Elsevier 293 -312

54
2019
Image Based Localization in Indoor Environments

Jason Zhi Liang , Nicholas Corso , Eric Turner , Avideh Zakhor
2013 Fourth International Conference on Computing for Geospatial Research and Application 70 -75

66
2013