Description

GO game written in golang. Games can be played aginst geneticaly trained AI agents.

File structure

• cmd
  • play -> main function file for playing and replaying games
  • train -> main function file for training agents
• game -> functions required for game logic
• nn -> functions required to run NN
• player -> functions required to execute human or agent commands
• population -> functions required to train, save and load populations
• / -> shared go types and interfaces

Commands

Basic game start: go run ./cmd/play/play.go
Paramateres:

• white -> set to human for human player or to agent for AI player
• black -> set to human for human player or to agent for AI player
• population -> set to population.json file to load AI players from
• replay -> set to game.json file to replay game (set delay flag)
• delay -> set number of miliseconds the agent should wait after the move, also effects replay speed

Basic training start: go run ./cmd/train.go
Paramateres:

• population -> set to population.json file from which to build initial population
• output -> set to file used for saving trained populations

Encountered Problems & Solutions