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Neural MMO(Massively Multiplayer Online Game) by OpenAI

How do you Simulate evolution on Earth?


First ever neural MMO environment, that has created agents(players) that would scale up to real-world complexity.

Massive Multiplayer Online Role-Playing Games are currently the best proxy for the real world humans. Making an environment multiplayer would include diverse skills, global economy, etc. parameters

GitHub Link: https://lnkd.in/gEXEvXd
Blog: https://lnkd.in/gQXuSWJ
Paper: https://lnkd.in/gkbNJJR

#pytorch #deeplearning #artificialintelligence #opensource #neuralnetworks #gaming #agents

✴️ @AI_Python_EN
Francesco Cardinale

I'm happy to announce that we just open-sourced a major update for our image super-resolution project: using an adversarial network and convolutional feature maps for the loss, we got some interesting results in terms realism and noise cancellation.
Pre-trained weights and GANs training code are available on GitHub!
If you want to read up about the process, check out the blog post.
Also, we released a pip package, 'ISR' (admittedly not the most creative name:D), with a nice documentation and colab notebooks to play around and experiment yourself on FREE GPU(#mindblown). Thanks to Dat Tran for the big help.

💻Blog: https://lnkd.in/dUnvXQZ
📝Documentation: https://lnkd.in/dAuu2Dk
🔤Github: https://lnkd.in/dmtV2ht
📕Colab (prediction): https://lnkd.in/dThVb_p
📘Colab (training): https://lnkd.in/diPTgWj

https://lnkd.in/dVBaKv4

#opensource #deeplearning #gans #machinelearning #keras

✴️ @AI_Python_EN
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Erin LeDell: Happy to share our #ICML2019 #AutoML Workshop paper, "An Open Source AutoML Benchmark". We present a new #opensource AutoML benchmarking system and include results on: H2O AutoML, auto-sklearn, TPOT, Auto-WEKA
📰 Paper: https://www.automl.org/wp-content/uploads/2019/06/automlws2019_Paper45.pdf
👩‍💻 Code: https://github.com/openml/automlbenchmark/

✴️ @AI_Python_EN