Evolution Strategies Articles

Page 1 of 1 (3 articles)

9/5/2019 • EN

Evolution Strategies

An introduction to Evolution Strategies (ES) as a black-box optimization alternative to gradient descent, with applications in deep reinforcement learning.

Black Box Optimization Deep Reinforcement Learning Evolution Strategies Evolutionary Algorithms Stochastic Gradient Descent

Lilian Weng

11/12/2017 • EN

Evolving Stable Strategies

Explores applying Evolution Strategies (ES) to reinforcement learning problems for finding stable and robust neural network policies.

Evolution Strategies Neural Networks Openai Gym optimization Reinforcement Learning

David Ha

10/29/2017 • EN

A Visual Guide to Evolution Strategies

A visual guide explaining Evolution Strategies (ES) as a gradient-free optimization alternative to reinforcement learning for training neural networks.

Evolution Strategies Gradient Free Neural Networks optimization Reinforcement Learning

David Ha

Evolution Strategies Articles