Neurohex: A Deep Q-learning Hex Agent

Computers and automata

Claude E. Shannon · 1953

Earlier work this paper cites.

Mathematical games

Martin Gardner · 1957

Earlier work this paper cites.

Hex ist PSPACE-vollständig

Stefan Reisch · 1981

Earlier work this paper cites.

Temporal difference learning and td-gammon

Gerald Tesauro · 1995

Earlier work this paper cites.

Reinforcement Learning : An Introduction

Richard S Sutton and Andrew G Barto · 1998

Earlier work this paper cites.

The game of hex: An automatic theorem proving approach to game programming

Vadim V Anshelevich · 2000

Cited alongside, same era.

Wolve wins hex tournament

Broderick Arneson, Ryan Hayward, and Philip Henderson · 2008

Cited alongside, same era.

Monte Carlo Tree Search in Hex

Broderick Arneson, Ryan B. Hayward, and Philip Henderson · 2010

Cited alongside, same era.

Theano: a CPU and GPU math expression compiler

James Bergstra, Olivier Breuleux, Frédéric Bastien, Pascal Lamblin, Razvan Pascanu, Guillaume Desjardins, Joseph Turian, David Warde-Farley, and Yoshua Bengio · 2010

Cited alongside, same era.

Theano: new features and speed improvements

Frédéric Bastien, Pascal Lamblin, Razvan Pascanu, James Bergstra, Ian J. Goodfellow, Arnaud Bergeron, Nicolas Bouchard, and Yoshua Bengio · 2012

Cited alongside, same era.

Lecture 6.5—RmsProp: Divide the gradient by a running average of its recent magnitude

T. Tieleman and G. Hinton · 2012

Later among the works it cites.

Mohex wins Hex tournament

Ryan B. Hayward · 2013

Later among the works it cites.

Mohex 2.0: A pattern-based mcts hex player

Shih-Chieh Huang, Broderick Arneson, Ryan B. Hayward, Martin Müller, and Jakub Pawlewicz · 2014

Later among the works it cites.

Human-level control through deep reinforcement learning

Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A. Rusu, Joel Veness, Marc G. Bellemare, Alex Graves, Martin Riedmiller, Andreas K. Fidjeland, Georg Ostrovski, Stig Petersen, Charles Beattie, Amir Sadik, Ioannis Antonoglou, Helen King, Dharshan Kumaran, Daan Wierstra, Shane Legg, and Demis Hassabis · 2015

Later among the works it cites.

Mastering the game of Go with deep neural networks and tree search

David Silver, Aja Huang, Chris J. Maddison, Arthur Guez, Laurent Sifre, George van den Driessche, Julian Schrittwieser, Ioannis Antonoglou, Veda Panneershelvam, Marc Lanctot, Sander Dieleman, Dominik Grewe, John Nham, Nal Kalchbrenner, Ilya Sutskever, Timothy Lillicrap, Madeleine Leach, Koray Kavukcuoglu, Thore Graepel, and Demis Hassabis · 2016

Closest in time.