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

Silver, D., Huang, Maddison, Guez, Sifre, Driessche, v. d., Schrittwieser, et al. (2016). Mastering the game of Go with deep neural networks and tree search. Nature, 529(7587), 484-489.

Type

Journal article

Intellectual base

Primary research

Year

2016

Link

https://doi.org/10.1038/nature16961verified

Cited from

operations_research

Cited by

1 citation across 1 artifact.

Primes

• Markov Decision Processes (MDPs)
  • … (following Watkins' 1989 thesis), Sutton's (1988) TD methods, actor-critic architectures, and the broader Sutton-Barto book (1998, 2018) that crystallized the modern framework. The 2010s-2020s deep-RL revolution — beginning with Mnih et al. (2015) on human-level control through deep RL, followed by Silver et al.

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