3 ms·
Adding perturbations is a common technique in machine learning. For example, the evolution strategies approach [https://blog.openai.com/evolution-strategies/ ht
by tlb 10y ago
Adding perturbations is a common technique in machine learning. For example, the evolution strategies approach [https://blog.openai.com/evolution-strategies/ https://blog.openai.com/evolution-strategies/] makes 100s of randomly tweaked policies, evaluates them against the task, and recombines them with weights proportional to their performance.
Another approach is to train several different neural networks (an ensemble) on a task, and then train a final neural network based on the average of the ensemble. [https://arxiv.org/pdf/1503.02531v1.pdf https://arxiv.org/pdf/1503.02531v1.pdf]
So you can probably replicate the useful features of flawed copying between humans.
- gls2ro 10y agoIn light of this, my idea does not hold on. Perturbations can be simulated so there is a way to add this type of chaos into the system. Thank you for the counter arguments. I need to learn more about the ML.