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

Discord

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

• 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
• Copy the edopro files into the folder called edopro_bin
• Copy the cards.cdb and any other .cdb files into the WindBot-Ignite-master/bin/Debug folder
• In Windbot-Ignite in Programs.cs line 88, add all the .cdb file in use like

  dbPaths = new string[]{
            Path.GetFullPath("cards.cdb"),
            Path.GetFullPath("cards.delta.cdb"),
            Path.GetFullPath("release-rota.cdb"),
        };

• (In progress) 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 -f to see what it thinks which action to take, use -a to train with all the data
• 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 bin/Debug 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.
• To run an AI on manualy train mode, add the commands IsManual=True ShouldUpdate=true Deck=AIBase, and add the deck you want to play with DeckFile=DECKFILE_PATH
• Input Parameters for windbot
  • Name - Name of the bot, this is also kept track of in training if deckfile is not specified
  • Deck - The ai bot to use, AI_Base is the Selftraining bot program (WIP), AI_HardCodedBase Contains a bunch of AI code (Untested) combined into one file.
  • DeckFile - The Path to a file for the ai to read and use as a deck, .ydk files only
  • Port - the port to join on
  • Hand - Rock paper scissors - 0,1,2 ?
  • RolloutCount - For MCTS, How many rollouts to perform
  • TotalGames - How many games to play before stopping
  • IsFirst - For some AIs to choose first or second
  • IsMCTS - (Old) to set the ai engine to use mcts
  • IsHardCoded - ???
  • IsTraining - Makes AI_Base moves more random? or for MCTS makes it search the tree more
  • ShouldUpdate - If the Ai should record the data into the database (It will still record some information)
  • WinThreshold - The win percentage before it should stop
  • PastWinLimit - How many previous games it should check for the win threshold count.
  • Id - The AI Unique Id (Idk if I use this)
  • IsManual - For AI_Base to let the player manually enter moves

• 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

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