— OpenAI (@OpenAI) June 25, 2018. Untuk menguji bot ini, pihak OpenAI mengadakan pertandingan melawan orang-orang dengan berbagai kriteria termasuk mengundang William "Blitz" Lee, salah satu pemain dan caster DOTA 2 profesional. 5v5 Bot AI di uji melawan tim Human yang diisi oleh pemain DOTA 2 terbaik dari tim OpenAI. Hasilnya, tim bot bisa

5v5. 1v1 is complicated, but 5v5 is an ocean of complexity. We know we'll need to further push the limits of AI in order to solve it. One well-established place to start is with behavioral cloning. Dota has about a million public matches a day. The replays for these matches are stored on Valve's servers for two weeks.

OpenAI's involvement in Dota 2 started somewhere around 2-3 years ago, at least officially. Prior to The International 2017, OpenAI's team challenged some of the best players in the world to a 1v1 duel against their bot. Dota 2 - Now with more bots. During Valve’s 2017 The International Dota 2 tournament OpenAI showed off a bot powered by artificial intelligence that could play Dota. 去年，OpenAI 在 DOTA 的 1v1 比赛中战胜了职业玩家 Dendi，而在距离进阶版 OpenAI Five 系统战胜人类业余玩家不过一个月的时间，今天凌晨，它又以 2:1 的战绩再次完成对人类高级玩家的“屠杀”，GG（人类赢的最后一局纯属耍赖）。 Greg Brockman, OpenAI co.

Divine Rapier here I come! OpenAI’s team of AI-powered Dota 2 bots have reached yet another impressive milestone — it was able to beat the five veteran players in a 3-on-3 match, dominating two rounds before being 2017-08-12 2017-08-14 OpenAI's self-trained bot made a surprise appearance at this year's International Dota 2 tournament held in Seattle and had a decisive victory. Dota 2, which is played by over 10 million people monthly is normally played between two teams of 5 players with the goal of collectively destroying a large structure defended by the opposing team known as the "Ancient", whilst defending their own. 2018-09-13 At OpenAI, we’ve used the multiplayer video game Dota 2 as a research platform for general-purpose AI systems. Our Dota 2 AI, called OpenAI Five, learned by playing over 10,000 years of games against itself. It demonstrated the ability to achieve expert-level performance, learn human–AI cooperation, and Looks like OpenAI has learned a lot from their defeats at Ti8 last year.

The hero set restriction makes the game very different from how Dota is played at world-elite level (i.e. Captains Mode drafting from all 100+ heroes). However, the difference from regular “public” games (All Pick / Random Draft) is smaller. I mean technically 99 is smaller than 100 but I feel like this is a disingenuous statement from openAI.

OpenAI’s Dota 2017 1v1 Bot as TI7; OpenAI’s Dota 2018 5v5 Bot as TI8 381 votes, 43 comments. 820k members in the DotA2 community.

See the Hacker News Discussion for additional context. Update (August 17th, 2017): OpenAI has published a blog post with more details about the bot. Almost everything of the post below still holds true, however. OpenAI’s post is sparse on technical details as they “not ready to talk about agent internals — the team is focused on solving 5v5 first.”.

Greg Brockman, OpenAI co. Dota: OpenAI Five wins against OG 2-0 @ April 13th, 2019.

1v1 is complicated, but 5v5 is an ocean of complexity. We know we'll need to further push the limits of AI in order to solve it.
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OpenAI’s post is sparse on technical details as they “not ready to talk about agent internals — the team is focused on solving 5v5 first.”. Mereka dibuat bermain melawan diri sendiri dan dari nol mempelajari cara bermain Dota 2 dengan benar.

OpenAI Five has played 45,000 years of Dota 2 in just 10 months, each time learning how to respond more effectively to the game’s continuously shifting tactical situation, OpenAI chairman Greg Brockman said. https://openai.com/ - OpenAI Researchhttps://twitter.com/openai - OpenAI UpdatesOpenAI - https://www.twitch.tv/openaiCommentary by ODPixel + PurgeOpenAI vs H OpenAI Five playing 99.95th-percentile Dota players, TOP-1000 Immortal RankOpenAI Five Benchmark stream: https://www.twitch.tv/openaiAnnounce: https://blog.o The state of OpenAI's Dota as of June 6, 2018.
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12 Aug 2017 Right now, the bot is only capable of playing 1v1, with OpenAI promising 5v5 at next year's tournament. Now that will be something to see

PPO, 1000-unit LSTMs, some basic reward shaping, a few crude randomizing heuristics for exploration, some restrictions on the gameplay format, some tweaking of the discount rate (but still absurdly short time horizons!), some historical checkpointing for self-play, and that's about it. Took mid. Going against my mid opponent.. I was thinking, this guy is pretty good, then I realized the player name was OpenAI (bot).

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2018-09-13

Yesterday OpenAI made a post detailing their progress in developing bots capable of playing Dota 5v5. They first made a splash in last year’s TI with their bot that beat many of the top players OpenAI Five wins against OG 2–0 @ April 13th, 2019. EDIT: Earlier version called the event in 2019 “The International”, but was mistaken. Match Takeaways. For simplification, I’ll refer to OpenAI’s / DeepMind’s bots as follows [1]. OpenAI’s Dota 2017 1v1 Bot as TI7; OpenAI’s Dota 2018 5v5 Bot as TI8 OpenAI Dota 2 5v5 Agent Teardown by Robin Chauhan, Pathway Intelligence Inc Training Compute GPUs 256 CPU cores 128k Parameters 10M fp, 58MB Observation size 20k fp, 36.8 kB Action space ~1,000 valid Batch size 1M Obs Batches/Min ~60 Play speed 330k x reatime 1v1: 110k x realtime “The 256 P100 optimizers are less than $400/hr.

AI-forskning i Dota 2. Vid OpenAI har forskarna skapat en AI för att spela Dota 2. Denna AI spelar ännu inte 5v5-läget, forskarna har fokuserat på att lära AI:n att

Granted, as someone who used to play a lot of Dota and is still very enthusiastic about the game, I'm super excited about this, and I do believe that the OpenAI research team will be able to expand this to the full roster, if not in the immediate future, then eventually. Dota: OpenAI Five wins against OG 2-0 @ April 13th, 2019. EDIT: Earlier version called the event in 2019 "The International", but was mistaken. Match Takeaways. For simplification, I'll refer to OpenAI's / DeepMind's bots as follows [1]. OpenAI's Dota 2017 1v1 Bot as TI7; OpenAI's Dota 2018 5v5 Bot as TI8 OpenAI recently released some updates on their quest to build a Dota AI. They revealed that they trained an agent that can effectively play 5v5 Dota 2 and beat semi-pro teams (albeit on a restricted variant of the original game). A lot of interesting things are said in the post, so you should go check it out yourself.

Going against my mid opponent.. I was thinking, this guy is pretty good, then I realized the player name was OpenAI (bot). I was like hooorrey sheet. I have the replay if anyone is interested. The player had 2x the GPM, and 14-1 kill/death.