In 2014, DeepMind's DQN mastered Atari games and transformed reinforcement learning

A decade ago, DeepMind achieved a major AI breakthrough, enabling systems to learn retro video games like Space Invaders ...
EurekAlert!

A reinforcement learning framework for guiding the agent to perform exploration based on clustering

Comparison between clustering-based bonus rewards with novelty alone (η = 1.0) and clustering-based bonus rewards (η = 0.5). Here, the collected states (blue dots) are clustered into 5 clusters and ...
Scientific American

Machine Learning Pwns Old-School Atari Games

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Inverse

The secret to super smart A.I. may be hidden inside an Atari cartridge

Artificial intelligence has flexed its computational prowess in recent years by besting humans at games of smarts like the Go or even on the game show Jeopardy! Now scientists are exploring yet ...
MIT Technology Review

DeepMind’s AI can now play all 57 Atari games—but it’s still not versatile enough

The news: An artificial intelligence called Agent57 has learned to play all 57 Atari video games in the Arcade Learning environment, a collection of classic games that researchers use to test the ...
Forbes

The Rise And Rise Of Reinforcement Learning: AI’s Quiet Revolution

Forbes contributors publish independent expert analyses and insights. Author, Researcher and Speaker on Technology and Business Innovation. Apr 19, 2025, 03:24am EDT Apr 21, 2025, 10:40am EDT ...