We found that evolution is uniquely suited to optimize this tight, high-dimensional coordination problem where traditional gradient-based methods fail.
大多数人认为进化算法在AI领域已经过时,但作者提出进化算法是解决高维协调问题的唯一有效方法,挑战了当前深度学习领域对梯度优化方法的依赖。
We found that evolution is uniquely suited to optimize this tight, high-dimensional coordination problem where traditional gradient-based methods fail.
大多数人认为进化算法在AI领域已经过时,但作者提出进化算法是解决高维协调问题的唯一有效方法,挑战了当前深度学习领域对梯度优化方法的依赖。