Room runner

The Room runner task is a domain where an agent moves through a randomly generated map of rooms, which are observed in 2D from above. The agent follows the policy of always trying to move towards and into the next room, until it reaches a dead end. Two rooms are colored - the actual dead end which the agent will reach and another room, which is a dead end for another path. One of these two rooms is red, the other one blue, but the assignment is chosen by a fair coin flip.