Read Chapters 8 and 9 of Artificial Minds. These chapters cover natural and artificial evolution, genetic algorithms, and "artificial life" approaches to AI, which we'll be talking about in class this week.
Read the handout on Evolutionary Reinforcement Learning that I passed out in class on Monday.
Read the excerpt from Understanding Intelligence on Artificial Evolution and Artificial Life that I passed out in class on Monday.