Jump to content
Search In
  • More options...
Find results that contain...
Find results in...
Welcome Guest!

Join us now to get access to all our features. Once registered and logged in, you will be able to create topics, post replies to existing threads, give reputation to your fellow members, get your own private messenger, and so, so much more. It's also quick and totally free, so what are you waiting for?

DudeAsInCool

OpenAI bot crushes Dota 2 champions, and now anyone can play against it

Recommended Posts

Screenshot of a fiery video game monster.

Enlarge / Shadow Fiend, looking shadowy and fiendish. (credit: Valve)

Over the past several years, OpenAI, a startup with the mission of ensuring that "artificial general intelligence benefits all of humanity," has been developing a machine-learning-driven bot to play Dota 2, the greatest game in the universe. Starting from a very cut-down version of the full game, the bot has been developed over the years through playing millions upon millions of matches against itself, learning not just how to play the five-on-five team game but how to win, consistently.

We've been able to watch the bot's development over a number of show matches, with each one using a more complete version of a game and more skilled human opponents. This culminated in what's expected to be the final show match over the weekend, when OpenAI Five was pitted in a best-of-three match against OG, the team that won the biggest competition in all of esports last year, The International.

OpenAI is subject to a few handicaps in the name of keeping things interesting. Each of its five AI players is running an identical version of the bot software, with no communication among them: they're five independent players who happen to think very alike but have no direct means of coordinating their actions. OpenAI's reaction time is artificially slowed down to ensure that the game isn't simply a showcase of superhuman reflexes. And the bot still isn't using the full version of the game: only a limited selection of heroes is available, and items that create controllable minions or illusions are banned because it's felt that the bot would be able to micromanage its minions more effectively than any human could.

Read 9 remaining paragraphs | Comments

View the full article

Share this post


Link to post
Share on other sites

Join the conversation

You can post now and register later. If you have an account, sign in now to post with your account.

Guest
Reply to this topic...

×   Pasted as rich text.   Paste as plain text instead

  Only 75 emoji are allowed.

×   Your link has been automatically embedded.   Display as a link instead

×   Your previous content has been restored.   Clear editor

×   You cannot paste images directly. Upload or insert images from URL.


×
×
  • Create New...