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OpenAI. We’ve created a bot which beats the world’s top professionals at 1v1 matches of Dota 2 under standard tournament rules. The bot learned the game from scratch by self-play, and does not use imitation learning or tree search.
OpenAI Five is a computer program by OpenAI that plays the five-on-five video game Dota 2. Its first public appearance occurred in 2017, where it was demonstrated in a live one-on-one game against the professional player Dendi, who lost to it.
OpenAI Five is the first AI to beat the world champions in an esports game, having won two back-to-back games versus the world champion Dota 2 team, OG, at Finals this weekend.
Dota 2 is a real-time strategy game played between two teams of five players, with each player controlling a character called a “hero”. A Dota-playing AI must master the following: Long time horizons. Dota games run at 30 frames per second for an average of 45 minutes, resulting in 80,000 ticks per game.
OpenAI has not released any new versions of its Dota 2-playing AI since the publication of the "OpenAI Five" paper in 2018. The OpenAI Five system was trained to play Dota 2 by playing against itself and learning from its own mistakes and successes.
By defeating the Dota 2 world champion (Team OG), OpenAI Five demonstrates that self-play reinforcement learning can achieve superhuman performance on a difficult task.
By defeating the Dota 2 world champion (Team OG), OpenAI Five demonstrates that self-play reinforcement learning can achieve superhuman performance on a difficult task. 1 Introduction. The long-term goal of artificial intelligence is to solve advanced real-world challenges.
OpenAI, the AI research organization, can claim a world first: its artificial intelligence system trained to play the complex strategy game Dota 2 has bested a world champion e-sports team.
This weekend (and this weekend only), Dota 2 players can witness first-hand the wold-champ-defeating skill of OpenAI’s competitive Dota 2 AI, OpenAI Five.
OpenAI Five Beats World Champion DOTA2 Team 2-0! 🤖. Two Minute Papers. 1.58M subscribers. 32K. 1.5M views 5 years ago #DOTA2 #OpenAIFive. Check out Lambda Labs here: https://lambdalabs.com...