The following lists of books is not meant to be exhaustive, but a starting point for your next endeavor. These titles have come out at a great time when there is a lot of interest in the field. Regardless of your choice, you will not be disappointed.
Reinforcement learning
- Deep Reinforcement Learning Hands-On - Second Edition, by Maxim Lapan, 2020.
- The Reinforcement Learning Workshop, by Alessandro Palmas et al., 2020.
- Hands-On Reinforcement Learning for Games, by Micheal Lanham, 2020.
- PyTorch 1.x Reinforcement Learning Cookbook, by Yuxi Liu, 2019.
- Python Reinforcement Learning, by Sudharsan Ravichandiran, 2019.
- Reinforcement Learning Algorithms with Python, by Andrea Lonza, 2019.
Self-supervised learning
- The Unsupervised Learning Workshop, by Aaron Jones et. al., 2020.
- Applied Unsupervised Learning with Python, by Benjamin Johnston et. al., 2019.
- Hands-On Unsupervised Learning with Python, by Giuseppe Bonaccorso, 2019.
