Added: 26.02.2015 21:22 | 4 views | 0 comments

Constantly looking for the next big leap in machine-learning, a Google project has set one of the most advanced AI in the world to playing video games. The project comes from DeepMind Technologies, a London-based start-up that Google purchased last year. Researchers showed the AI 49 games on the Atari 2600 and were told to play them without any additional instructions. The above video from the scientific journal Nature, which published an article detailing the project on February 26, shows some of the progress the AI made.

When the AI did well, it was rewarded, in much the same way people do when training a dog. Google’s system exceeded the skills of expert human players in 29 games and far surpassed previous records for AI in 43 of them.

Speaking to , vice president of engineering at Google and DeepMind co-founder Demis Hassabis said that this represents "the first time anyone has built a single learning system that learns directly from experience and manage a wide range of challenging tasks."

While it might seem a little odd to have one of the best artificial intelligence systems in the world grinding through older games, the experiment has some very practical applications. To learn anything, whether you’re an animal or a computer, you need to be able to adapt after making mistakes and predicting new outcomes to your choices. Old computer games are useful for this because their rules are very simple and failure is clear. AI isn’t anywhere near handling the more complex choices of three-dimensional games, shooters, or MOBAs for example, but if it can learn that going left at time X will always result in a loss, that’s easy for the system to understand.

"It's mastering and understanding the structure of these games, but we wouldn't say yet it's building conceptual knowledge or abstract knowledge," Demis says. "The ultimate goal here is to build smart, general-purpose machines, but we're many decades off from doing that."

Added: 26.02.2015 18:14 | 6 views | 0 comments


(Un)Fortunately most of the major February releases have been disappointing and/or short-lived, so I have been presented with an opportunity to go back and give the game a bit of coverage.

Added: 26.02.2015 15:40 | 19 views | 0 comments

Donkey Kong Country bonanza! Titan Attacks! IRONFALL Invasion! More!

Added: 26.02.2015 13:10 | 2 views | 0 comments


PS Blog: Weve made it! Unlike all New Years resolutions made since the dawn of mankind, we have actually reached the goal we set ourselves, and hit 1,000,000 downloads! From Thursday 26th February until Wednesday 11th March, were just going to give you free stuff to help with spirit summoning.

Added: 26.02.2015 12:10 | 18 views | 0 comments


WC: Like the silhouette of Superman himself approaching on the horizon to save everyone from some potentially horrific fate, 2015s lineup of must-have titles is set to rescue console and PC owners from a slump of depression following one of the worst years in gaming history. Not only that, but gamers themselves are currently drowning in a sea of micro-transactions, buggy launch day offerings and an increasing confirmation that this next-generation of consoles really did launch far too early. Theres a very sinister sensibility emerging across everything from triple-A games like Assassins Creed and Dead or Alive to even Nintendo themselves with Pokemon Shuffle when it comes to putting out content thats positively littered with Pay cash to win! mini-prompts leaving many are looking for something, anything worthwhile to sink their teeth into. Luckily its not all doom and gloom providing you know where to look and which companies to place faith in, and considering this is...

Added: 26.02.2015 12:10 | 3 views | 0 comments


WC: Like the silhouette of Superman himself approaching on the horizon to save everyone from some potentially horrific fate, 2015s lineup of must-have titles is set to rescue console and PC owners from a slump of depression following one of the worst years in gaming history. Not only that, but gamers themselves are currently drowning in a sea of micro-transactions, buggy launch day offerings and an increasing confirmation that this next-generation of consoles really did launch far too early. Theres a very sinister sensibility emerging across everything from triple-A games like Assassins Creed and Dead or Alive to even Nintendo themselves with Pokemon Shuffle when it comes to putting out content thats positively littered with Pay cash to win! mini-prompts leaving many are looking for something, anything worthwhile to sink their teeth into. Luckily its not all doom and gloom providing you know where to look and which companies to place faith in, and considering this is...