DeepMind’s AI bested in Atari game Montezuma’s Revenge

DeepMind’s AI has been setting records and beating humans in complex games for some time now, but it’s met its match in Montezuma’s Revenge.

Back in 2015, DeepMind attempted to play various Atari games. The AI was competent in most of the games and became as good at Video Pinball as a human player.

DeepMind notoriously struggled with Montezuma’s Revenge, a notoriously complex game from the 1980s. The AI was unable to learn a path and retrieve even the first...

1 February 2019 | Gaming

DeepMind thrashed pro StarCraft 2 players in latest demo

DeepMind’s AI demonstrated last night how its prowess in StarCraft 2 battles against professional human players has grown in recent months.

The live stream of the showdowns was viewed by more than 55,000 people.

“This is, of course, an exciting moment for us,” said David Silver, a researcher at DeepMind. “For the first time, we saw an AI that was able to defeat a professional player.”

DeepMind created five versions of their ‘AlphaStar’ AI. Each AI...

25 January 2019 | Gaming

Joy Buolamwini: Fighting algorithmic bias needs to be ‘a priority’

Algorithmic Justice League founder Joy Buolamwini gave a speech during the World Economic Forum this week on the need to fight AI bias.

Buolamwini is also an MIT Media Lab researcher and went somewhat viral for her TED Talk in 2016 titled ‘How I’m fighting bias in algorithms’.

Her latest speech included a presentation in which Buolamwini went over an analysis of the current popular facial recognition algorithms.

Here were the overall accuracy results when...

24 January 2019 | Ethics

DeepMind’s AI will show off its new StarCraft 2 skills this week

DeepMind has been continuing to train its AI in the ways of StarCraft 2 and will show off its most recent progress this week.

StarCraft 2 is a complex game with many strategies, making it the perfect testing ground for AI. Google’s DeepMind first started exploring how it can use AI to beat the world’s best StarCraft players back in 2016.

In 2017, StarCraft’s developer Blizzard made 65,000 past matches available to DeepMind researchers to begin training bots....

23 January 2019 | Gaming

Facebook pumps $7.5m into an independent AI ethics centre

An independent AI ethics research centre is set to receive $7.5 million of funding courtesy of the folks at Facebook.

The new research centre is called the Institute for Ethics in Artificial Intelligence and was created in collaboration with the Technical University of Munich (TUM).

Facebook, like many companies, is fighting outside concerns about the development of AI and its potential societal impact. The centre should help to ensure Facebook keeps up with ethical best...

21 January 2019 | Ethics

AI beats AI: AlphaZero becomes the best game player in history

DeepMind – a UK-based subsidiary of Google’s parent organisation Alphabet – has beat rival AI records with AlphaZero. The AI, introduced by DeepMind in a research published in Science on 6th November 2018, was put against three of the world’s most complex board games and their current AI record holders. This included world-champion chess AI Stockfish, DeepMind’s very own AlphaGo Zero – known as the best Go player in history – and elmo, winner of the 27th annual World Computer...

10 December 2018 | Gaming

Uber’s AI beats troublesome games with new type of reinforcement learning

Video games have become a proving ground for AIs and Uber has shown how its new type of reinforcement learning has succeeded where others have failed. Some of mankind’s most complex games, like Go, have failed to challenge AIs from the likes of DeepMind. Reinforcement learning trains algorithms by running scenarios repeatedly with a ‘reward’ given for successes, often a score increase. Two classic games from the 80s – Montezuma’s Revenge and Pitfall! – have thus far been immune to...

27 November 2018 | Reinforcement Learning

Google improves AI model training by open-sourcing framework

Google is helping researchers seeking to train AI models by open-sourcing a reinforcement learning framework used for its own projects. Reinforcement learning has been used for some of the most impressive AI demonstrations thus far, including those which beat human professional gamers at Alpha Go and Dota 2. Google subsidiary DeepMind uses it for its Deep Q-Network (DQN). Building a reinforcement learning framework takes both time and significant resources. For AI to reach its full potential,...

28 August 2018 | Google