References

[Rémi Coulom]

This topic collects the main references related to MCTS, Reinforcement Learning, and Neural Networks

Papers

• Mastering the game of Go with deep neural networks and tree search: https://storage.googleapis.com/deepmind ... ePaper.pdf
• Mastering the game of Go without human knowledge: https://www.nature.com/articles/nature24270
• Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm: https://arxiv.org/abs/1712.01815
• Temporal Difference Learning and TD-Gammon: http://www.bkgm.com/articles/tesauro/tdl.html
• LOGISTELLO - A Strong Learning Othello Program: http://citeseerx.ist.psu.edu/viewdoc/do ... 1&type=pdf

Introduction to Machine Learning in General

• Reinforcement Learning: An Introduction: http://incompleteideas.net/book/the-book-2nd.html