There are 3 things that can increase the agent's score. The first thing is to collect items, the second thing is to neutralize enemies and the third thing is to end its operation at the right place, called a home location. Each home location is as much home as another, so they all give the same score increase. Actions have costs. The costs are decucted from the score. Different actions can have different costs.