Full Monte is a collection of libraries to help implement MCTS for the general case! Proper documentation will come as features are completed and optimized.
Since MCTS is sometimes cited as an embarassingly parallelisable algorithm, I thought it would be a good idea to plan ahead for the implementation of parallel MCTS. Not only this, but the plan is that fullmonte will make it very easy to implement MCTS over any domain necessary.
- interfaces to define abstract MCTS implementations
- single-threaded MCTS
- optimization for general-case MCTS
- basic documentation
- concurrent multi-threaded MCTS
- a worker-based concurrency model
- leaf parallelisation
- root parallelisation
- tree parallelisation
- network worker support
- other base MCTS implementations (such as RAVE)
This project uses glide for golang dependency management. This makes it very easy to fetch dependencies (as defined in glide.yaml) for the project. Glide is also very easy to install, check their website for more.
To download dependencies use the following:
glide install
This will download dependencies into a directory called vendor.
In order to run tests on the whole project without running tests for installed dependencies, use the following:
go test -v $(glide novendor)