Mastering the game of Go without human knowledge

DeepStack: Expert-level artificial intelligence in heads-up no-limit poker

(2017) Matej Moravčík et al.   SCIENCE

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

(2016) David Silver et al.   NATURE

Taking the Human Out of the Loop: A Review of Bayesian Optimization

(2016) Bobak Shahriari et al.   PROCEEDINGS OF THE IEEE

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Reinforcement learning in robotics: A survey

(2013) Jens Kober et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

Temporal-difference search in computer Go

(2012) David Silver et al.   MACHINE LEARNING

A Survey of Monte Carlo Tree Search Methods

(2012) Cameron B. Browne et al.   IEEE Transactions on Computational Intelligence and AI in Games

Multi-armed bandits with episode context

(2011) Christopher D. Rosin   ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE

Monte-Carlo tree search and rapid action value estimation in computer Go

(2011) Sylvain Gelly et al.   ARTIFICIAL INTELLIGENCE