This project is configured using a Makefile, so you should be able to build it through: make.

The build process has only been tested on Ubuntu. It requires a number of packages. The commands below are expected to pull in all dependencies, many of which are not explicitly listed. Basics:

apt-get install make build-essential g++ git

C++ library dependencies:

apt-get install libarmadillo-dev libboost-dev libboost-thread-dev libgflags-dev libboost-python-dev python2.7-dev

Install Java dependencies for weka bridge:

apt-get install openjdk-8-jdk-headless

The main executable takes in json config files to decide what to run. Some basic examples are included in configs/. An example of how to run a trial is:

bin/64/main configs/all_greedy.json

To run a trial with an ad hoc agent running a MCTS policy, knowing that its teammates are greedy:

bin/64/main configs/greedy.json configs/greedy_planner.json

To run a trial with an ad hoc agent running a MCTS policy, selecting from 4 types of teammates using Bayesian updates to its expectations:

bin/64/main configs/greedy.json configs/planner_bayesian.json

To run a trial with an ad hoc agent running a MCTS policy, selecting from 4 types of teammates using polynomial weights updates to its expectations:

bin/64/main configs/greedy.json configs/planner_poly.json

Other types of teammates include:

• gr
• ta
• gp
• pd

See src/factory/AgentFactory.cpp for more agent types.