Data and AI engineering blogs

191 blogs · 540 this month

August 2017

29 posts from 10 blogs.

Thu Aug 31, 20171 post

Wed Aug 30, 20171 post

Tue Aug 29, 20171 post

Mon Aug 28, 20171 post

Fri Aug 25, 20171 post

Thu Aug 24, 20172 posts

Wed Aug 23, 20172 posts

Mon Aug 21, 20171 post

Fri Aug 18, 20172 posts

OpenAI News

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.

Thu Aug 17, 20171 post

Wed Aug 16, 20172 posts

OpenAI News

More on Dota 2

Our Dota 2 result shows that self-play can catapult the performance of machine learning systems from far below human level to superhuman, given sufficient compute.

Tue Aug 15, 20173 posts

Mon Aug 14, 20172 posts

Fri Aug 11, 20171 post

OpenAI News

Dota 2

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.

Thu Aug 10, 20172 posts

Tue Aug 8, 20171 post

Mon Aug 7, 20171 post

Thu Aug 3, 20172 posts

Wed Aug 2, 20171 post

Tue Aug 1, 20171 post