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Learning Day

At OpenAI, each Thursday is Learning Day: a day where employees have the option to self-study technical skills that will make them better at their job but which aren’t being learned from daily work.

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Microsoft invests in and partners with OpenAI to support us building beneficial AGI

Microsoft is investing $1 billion in OpenAI to support us building artificial general intelligence (AGI) with widely distributed economic benefits. We’re partnering to develop a hardware and software platform within Microsoft Azure which will scale to AGI. We’ll jointly develop new Azure AI supercom...

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OpenAI Scholars 2019: Final projects

Our second class of OpenAI Scholars has concluded, with all eight scholars producing an exciting final project showcased at Scholars Demo Day at OpenAI.

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OpenAI Fellows Fall 2018: Final projects

Our second class of OpenAI Fellows has wrapped up, with each Fellow going from a machine learning beginner to core OpenAI contributor in the course of a 6-month apprenticeship. We are currently reviewing applications on a rolling basis for our next round of OpenAI Fellows Summer 2019.

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OpenAI Five defeats Dota 2 world champions

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,Β OG, atΒ FinalsΒ this weekend. Both OpenAI Five and DeepMind’s AlphaStar had previously beaten good pros privately but lost their live pro matches, making...

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OpenAI Five Finals

We’ll be holding our final live event for OpenAI Five at 11:30am PT on April 13.

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OpenAI Scholars 2019: Meet our Scholars

Our class of eightΒ scholarsΒ (out of 550 applicants) brings together collective expertise in literature, philosophy, cell biology, statistics, economics, quantum physics, and business innovation.

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OpenAI LP

We’ve created OpenAI LP, a new β€œcapped-profit” company that allows us to rapidly increase our investments in compute and talent while including checks and balances to actualize our mission.

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Spinning Up in Deep RL: Workshop review

On February 2, we held our first Spinning Up Workshop as part of our new education initiative at OpenAI.

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OpenAI Fellows Summer 2018: Final projects

Our first cohort of OpenAI Fellows has concluded, with each Fellow going from a machine learning beginner to core OpenAI contributor in the course of a 6-month apprenticeship.

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OpenAI Scholars 2019: Applications open

We are now accepting applications for our second cohort of OpenAI Scholars, a program where we provide 6–10 stipends and mentorship to individuals from underrepresented groups to study deep learning full-time for 3 months and open-source a project.

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The International 2018: Results

OpenAI Five lost two games against top Dota 2 players at The International in Vancouver this week, maintaining a good chance of winning for the first 20–35 minutes of bothΒ games.

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OpenAI Five Benchmark: Results

Yesterday,Β OpenAI FiveΒ won a best-of-three against a team of 99.95th percentile Dota players:Β Blitz,Β Cap,Β Fogged,Β Merlini, andΒ MoonMeanderβ€”four of whom have played Dota professionallyβ€”in front of a live audience and 100,000 concurrent livestreamΒ viewers.

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OpenAI Scholars 2018: Meet our Scholars

Our first class ofΒ OpenAI ScholarsΒ is underway, andΒ you can now follow along as this groupΒ of experienced software developers becomes machine learning practitioners.

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OpenAI Five Benchmark

The OpenAI Five Benchmark match is now over!

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OpenAI Five

Our team of five neural networks, OpenAI Five, has started to defeat amateur human teams at DotaΒ 2.

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OpenAI Fellows Fall 2018

We’re now accepting applications for the next cohort of OpenAI Fellows, a program which offers a compensated 6-month apprenticeship in AI research at OpenAI.

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Report from the OpenAI hackathon

On March 3rd, we hosted our firstΒ hackathonΒ with 100 members of the artificial intelligence community.

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OpenAI Scholars

We’re providing 6–10 stipends and mentorship to individuals from underrepresented groups to study deep learning full-time for 3 months and open-source a project.

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OpenAI hackathon

Come to OpenAI’s office in San Francisco’s Mission District for talks and a hackathon on Saturday, March 3rd.

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OpenAI supporters

We’re excited to welcome new donors to OpenAI.

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Requests for Research 2.0

We’re releasing a new batch ofΒ seven unsolved problemsΒ which have come up in the course of our research at OpenAI.

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OpenAI Baselines: ACKTR & A2C

We’re releasing two new OpenAI Baselines implementations: ACKTR and A2C. A2C is a synchronous, deterministic variant of Asynchronous Advantage Actor Critic (A3C) which we’ve found gives equal performance. ACKTR is a more sample-efficient reinforcement learning algorithm than TRPO and A2C, and requir...

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Proximal Policy Optimization

We’re releasing a new class of reinforcement learning algorithms, Proximal Policy Optimization (PPO), which perform comparably or better than state-of-the-art approaches while being much simpler to implement and tune. PPO has become the default reinforcement learning algorithm at OpenAI because of i...

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OpenAI Baselines: DQN

We’re open-sourcing OpenAI Baselines, our internal effort to reproduce reinforcement learning algorithms with performance on par with published results. We’ll release the algorithms over upcoming months; today’s release includes DQN and three of its variants.

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Roboschool

We are releasing Roboschool: open-source software for robot simulation, integrated with OpenAI Gym.

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