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All Projects → vkurenkov → haxball-chameleon

vkurenkov / haxball-chameleon

Licence: MIT license
Solving Haxball (www.haxball.com) using Imitation Learning methods.

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botmachine-learningbehavioral-cloninghaxballimitation-learning

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Haxball Chameleon

This repository contains an interface for interacting with the game and an implementation of behavioral clonning agent.

What is HaxBall anyway?

HaxBall is a realtime multiplayer game that plays like a mix between football and air-hockey, and it's a real blast (official about).

How to run my agents?

LINUX ONLY.

Make the server running.

  1. Add the following line to your hosts file (c:\windows\system32\drivers\etc\hosts on windows, /etc/hosts on linux)
127.0.0.1 inter.haxball.com
  1. Start the server
python run_server.py

Call up your agent.

  1. Edit run_bot.py script to instantiate your agent (an example is provided).

  2. Start interaction between the agent and the server. The server allows multiple connections, thus you should provide your connection channel (any integer you like, defaults to 0).

python run_bot.py --channel-id=0
  1. Open inter.haxball.com:8080/#channel_id in your browser. This is the original game with slight modifications to allow sending states and accepting the inputs from the bot.

How to parse replays?

  1. Run raw replays converter. It will preprocess raw replays, put them into a separate folder, and create a file with nickname mapping (nickname -> all replays).
python run_converter.py --path=replays/
  1. Use utilities provided in replay.py to parse converted replays.
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