Week 1-5. Previous Work. Soaking me in knowledge.

Reading Documentation. State of the Art.

These first weeks we use them to acquire knowledge about everything related to Reinforcement Learning.

The tutors gave me a lot of information to land in this branch of machine learning so I ordered this information to gain knowledge little by little.

The resources used these weeks have been:

1. edx course on Reinforcement Learning.
2. Reading of two papers:
   • Human-level control through deep reinforcement learning.
   • Rainbow: Combining Improvements in Deep Reinforcement Learning.

As this information, without prior knowledge, was very extensive and overwhelming, I found on the OpenAi page information about the definitions and actors that come into play in each Reinforced Learning algorithm.