Intelligent Systems

Further readings:

• Friedman, J., Hastie, T., & Tibshirani, R. (2001). The elements of statistical learning. Springer, Berlin. (freely available)
• Yuxi Li (2018). Deep reinforcement learning, https://arxiv.org/abs/1810.06339
• Yoav Shoham, Kevin Leyton-Brown: Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations. Cambridge University Press, 200, freely available
• Jurafsky, Daniel and James, Martin (2019): Speech and Language Processing, 3rd edition in progres, freely available
  

• Richard S. Sutton and Andrew G. Barto: Reinforcement Learning, An Introduction, 2^nd edition, MIT press, 2018, freely available
  

• Kononenko, I., Robnik-Šikonja, M.: Inteligentni sistemi. Založba FE in FRI, 2010 (in Slovene, mostly outdated, available in the bookshop at the entrance)

Sample Exams

Other surveys confirm the findings..