1. Create an MDP wrapper to load the mission:

Sample:
 MalmoEnv mdp = new MalmoEnv("cliff_walking_rl4j.xml", actionSpace, observationSpace, obsPolicy);

2. Evaluate the agent:

Sample:
 double rewards = 0;
 for (int i = 0; i < 10; i++) {
 double reward = pol.play(mdp, new HistoryProcessor(MALMO_HPROC));
 rewards += reward;
 Logger.getAnonymousLogger().info("Reward: " + reward);
 }