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

„Deep Reinforcement Learning via Bayesian Neural Networks“

https://arxiv.org/abs/1605.09674

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

Introduction

Installation

Requirements

Placing Files

Capturing Training Data

Modifying the Neural Network Inputs

Additional Capture Features

L and R

+Screen

Capturing Mixed Data

Training a Neural Network

Config Files

Validation

Running a Neural Network

The Neural Network Server

The Emulator Client

Capturing Mixed Data

https://docs.google.com/document/d/1p4ZOtziLmhf0jPbZTTaFxSKdYqE91dYcTNqTVdd6es4/edit

https://openai.com/the-international/

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.

http://www.angelfire.com/ex/cs_light/WaypointsHowToDo.html

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!“

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