chronoreaper / yugiohai

A Yugioh Ai Learning bot

Yugioh Ai

This is a Yugioh Ai Simulator. The final build will have Ai find the best deck as well as play optimally.

Breakdown

There are 2 Ais that need to made. A deck building Ai which is written in python. And a game Ai written in c#.

Setup

• Use Project Ignis Edopro OR if building EdoPro, see https://github.com/edo9300/edopro/wiki/
• You will also need to edit the EDOPro's code in order to launch LAN mode and start the game automaticly when running from the python scripts. See ChangestoEdopro.txt
• Download sqllite expert personal to read the .cdb database files

How to run

• Run python train_ai.py -t -r to train the ai. -t is to set the flag to train, -r is to set the flag to reset the database
• read_game_data.py will train all the data in the database. Add the flag -s to see what it thinks which action to take
• get_action_weights.py will run an http server which windbot uses. You must run this if you are going to manualy run the AI.
• After building the Windbot, in the Debug/bin file, you can run a pre program AI using this command .\WindBot.exe Deck=Master Hand=2 Name=Random2 TotalGames=25 IsTraining=false IsFirst=false and run a trained AI using this command .\WindBot.exe Deck=Random1 Hand=1 Name=Random1 TotalGames=100 IsFirst=true IsTraining=false IsManual=false be sure to run the python server by using the command get_action_weights.py.

Editing the ai

• Notable files in Windbot are Logger.cs, GameAI.cs and RandomExecutorBase.cs
• Logger.cs controls the Weights when they are updated and read
• GameAI controls how the ai works
• RandomExecutorBase controls all the math and decision the AI makes.
• In order to run the AI on EDOPro, you need to update the version number of the windbot in WindbotInfo.cs. You can get the version number from EDOPro by running a LAN game, adding a bot, and copying it's launch arguments

Using

• Project Ignis EDOPRO-core https://github.com/ProjectIgnis/EDOPro-Core
• Project Ignis Windbot https://github.com/ProjectIgnis/windbot

yugiohai's Issues

Need Working Ai to play the game

The current Ai will play and activate any card it can. Either need a learning Ai or a static script that can run and play all the cards somewhat optimally

Be able to run on Dueling Nexus

Create an implantation that can run a bot to play on Dueling Nexus.
Most likely will use Selenium to run the program.

Be able to read replays and have the Ai learn from it.

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Reading existing examples

https://github.com/peter1591/hearthstone-ai

For reference on Trading Card Games

https://github.com/datamllab/rlcard

Good: Reinforcement Learning Library
Bad: Not applicable for Trading Card Games, where the deck is variable, and each card has multiple functions

Random Crash

Random Crashing with Edopro during duel, happens after the 1st game normally.

Yogopro dev discord server

Here is the link if you wanted to join the creators of Edopro, Salvation, Nexus, etc are in here. Could you explain your bot if possible?
https://discord.gg/wUjrTS4

Be able to run on Ygopro