Elon Musk: 2018: „Ai is far more dangerous than nukes“ and should be regulated. „We have to ensure that the advent of digital super intelligence is symbiotic with mankind“

get the source: https://github.com/openai (mostly Python?)

„Deep Reinforcement Learning via Bayesian Neural Networks“


Gym Retro, a new platform integrating classic games into Gym, starting with 30 SEGA Genesis games. (src)

MarI/O: neural network learning bot playing: Mario comes with source code: https://pastebin.com/ZZmSNaHX

This manual explains, roughly, how to install, train and run MariFlow, a recurrent neural network for playing Super Mario Kart. If you want to try anything but the sample, I recommend learning about neural networks, there’s a lot to know.

My video about MariFlow: https://www.youtube.com/watch?v=Ipi40cb_RsI




Placing Files

Capturing Training Data

Modifying the Neural Network Inputs

Additional Capture Features

L and R


Capturing Mixed Data

Training a Neural Network

Config Files


Running a Neural Network

The Neural Network Server

The Emulator Client

Capturing Mixed Data



OpenAI at The International

We’ve created an AI which beats the world’s top professionals at 1v1 matches of Dota 2.

Watch us play on main stage during The International.

PS: to be fair – bots are better at chess – why? because they know EVERY single possible move.

bots can be set to „impossible“ to beat at counter strike ( ego shooters ) – because they exactly always KNOW where you are are and just pretend to not know – otherwise it would be just unfair because the bot „knows“ more than the human.

I remember that back in half life 1 times (1998) – CounterStrike was an modification of half life 1 – and you could add bots.

The bots had different strategies/implementations – of course – it is only fun to play against a bot that behaves as human as possible and actually.

Programming AI is not an easy task.

I remember that the neural network bot was actually the best – but could not navigate the map without waypoints – so you first had to put some waypoints on the map.


OpenAI team

August 2018: https://liquipedia.net/dota2/The_International/2018

Please do not mistake this nerd event with “ https://de.wikipedia.org/wiki/Die_Internationale

„The International is the world’s most widespread battle song of the socialist workers ‚ movement, the ideological-according to the Marxist Motto „proletarian of all countries, unite!“