DSMonteCarloTreeSearch

Monter Carlo Tree Search algorithm swift implementation.

Features:

• Domain independant
• Search can be limited by time frame, number of iterations or can be stopped manually
• Previous search tree can be reused for next searches
• You can configure the select node policy depending on your needs

Installation

Framework doesn't contain any external dependencies.

These are currently the supported options:

Carthage

Tested with carthage version: 0.30.1

Add this to Cartfile

github "dmitrysimkin/DSMonteCarloTreeSearch"

$ carthage update

CocoaPods

Tested with pod --version: 1.5.3

# Podfile
target 'YOUR_TARGET' do
  use_frameworks!
  pod 'DSMonteCarloTreeSearch'
end

Replace YOUR_TARGET_NAME and then, in the Podfile directory, type:

$ pod install

Manually using git submodules

• Add DSMonteCarloTreeSearch as a submodule

$ git submodule add https://github.com/dmitrysimkin/DSMonteCarloTreeSearch.git

• Drag DSMonteCarloTreeSearch.xcodeproj into Project Navigator
• Go to Project > Targets > Build Phases > Link Binary With Libraries, click + and select DSMonteCarloTreeSearch.framework