- Collaborative Evolutionary Reinforcement Learning - Jul 8, 2019.
Intel Researchers created a new approach to RL via Collaborative Evolutionary Reinforcement Learning (CERL) that combines policy gradient and evolution methods to optimize, exploit, and explore challenges.
Evolutionary Algorithm, Intel, Reinforcement Learning
- Evolving Deep Neural Networks - Jun 18, 2019.
This article reviews how evolutionary algorithms have been proposed and tested as a competitive alternative to address a number of issues related to neural network design.
Architecture, Automated Machine Learning, Evolutionary Algorithm, Neural Networks
- Evolutionary Algorithms for Feature Selection - Nov 29, 2017.
Feature selection is a very important technique in machine learning. In this post we discuss one of the most common optimization algorithms for multi-modal fitness landscapes - evolutionary algorithms.
Evolutionary Algorithm, Feature Selection, RapidMiner
- Deep Learning can be easily fooled - Jan 14, 2015.
It is almost impossible for human eyes to label the images below to be anything but abstract arts. However, researchers found that Deep Neural Network will label them to be familiar objects with 99.99% confidence. The generality of DNN is questioned again.
Deep Learning, Deep Neural Network, Evolutionary Algorithm, Image Recognition, Ran Bi
