Evolving deep neural networks
Risto Miikkulainen , Jason Liang , Elliot Meyerson , Aditya Rawal
Academic Press 269 -287
1,211
2024
Beyond shared hierarchies: Deep multitask learning through soft layer ordering
Elliot Meyerson , Risto Miikkulainen
arXiv preprint arXiv:1711.00108
128
2017
Frame Skip Is a Powerful Parameter for Learning to Play Atari
Alex Braylan , Mark Hollenbeck , Elliot Meyerson , Risto Miikkulainen
national conference on artificial intelligence
72
2015
System and Method For Pseudo-Task Augmentation in Deep Multitask Learning
Elliot Meyerson , Risto Miikkulainen
18
2019
Evolutionary architectures for evolution of deep neural networks
Jason Zhi Liang , Elliot Meyerson , Risto Miikkulainen
9
2021
System and method for implementing modular universal reparameterization for deep multi-task learning across diverse domains
Elliot Meyerson , Risto Miikkulainen
5
2023
Evaluating medical aesthetics treatments through evolved age-estimation models
Risto Miikkulainen , Elliot Meyerson , Xin Qiu , Ujjayant Sinha
1009 -1017
5
2021
Behavior dominated search in evolutionary search systems
Elliot Meyerson , Risto Miikkulainen
2
2020
System and Method For Multi-Task Learning Through Spatial Variable Embeddings
Elliot Meyerson , Risto Miikkulainen
1
2022
Behavior dominated search in evolutionary search systems
Elliot Meyerson , Risto Miikkulainen
1
2022
On the cross-domain reusability of neural modules for general video game playing
Alex Braylan , Mark Hollenbeck , Elliot Meyerson , Risto Miikkulainen
Computer Games: Fourth Workshop on Computer Games, CGW 2015, and the Fourth Workshop on General Intelligence in Game-Playing Agents, GIGA 2015, Held in Conjunction with the 24th International Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 26-27, 2015, Revised Selected Papers 4 115 -129
1
2016
Discovering Effective Policies for Land-Use Planning
Risto Miikkulainen , Olivier Francon , Daniel Young , Elliot Meyerson
arXiv preprint arXiv:2311.12304
2023
Quantifying the Predictive Uncertainty of Neural Networks Via Residual Estimation With I/O Kernel
Xin Qiu , Risto Miikkulainen , Elliot Meyerson
2023
System and Method For Generating Improved Prescriptors
Elliot Meyerson , Risto Miikkulainen , Olivier Francon , Babak Hodjat
2023
Evolution of architectures for multitask neural networks
Jason Zhi Liang , Elliot Meyerson , Risto Miikkulainen ,
2021
Appendix for Paper: Learning to Estimate Point-Prediction Uncertainty and Correct Output in Neural Networks
Xin Qiu , Elliot Meyerson , Risto Miikkulainen
Learning to Estimate Point-Prediction Uncertainty and Correct Output in Neural Networks
Xin Qiu , Elliot Meyerson , Risto Miikkulainen
Evolving deep neural networks (2017)
Risto Miikkulainen , Jason Liang , Elliot Meyerson , Aditya Rawal
arXiv preprint arXiv:1703.00548
20
2017
Evolving deep neural networks. CoRR abs/1703.00548 (2017)
Risto Miikkulainen , Jason Zhi Liang , Elliot Meyerson , Aditya Rawal
arXiv preprint arXiv:1703.00548
13
2017
Multiobjective Coevolution of Deep Neural Network Architectures
Jason Zhi Liang , Elliot Meyerson , Risto Miikkulainen ,
2020