Artificial Intelligence 2018: Supplemental Materials

Greetings

Welcome to the data repository for the Artificial Intelligence 2018 course by Hadelin de Ponteves and Kirill Eremenko. The datasets and other supplementary materials are below. Enjoy!

Welcome to the Course!

Section 1. Welcome to the course!

Module 1 – Augmented Random Search (ARS) Intuition

Additional Reading:

• Ben Recht , 2018, Clues for Which I Search and Choose
• Horia Mania et al., 2018, Simple random search provides a competitive approach to reinforcement learning
• Tim Salimans et al.,Open AI 2018, Evolution Strategies as a Scalable Alternative to Reinforcement Learning

Module 2 – Augmented Random Search (ARS) Practical

Code Templates:

• Augmented Random Search