Atari Seaquest Environment
Seaquest is an underwater shooter in which the player controls a submarine. Enemies include sharks and submarines. The player must ward off the enemies while trying to rescue divers swimming through the water. The sub can hold up to eight divers at a time. Each time the player resurfaces, all rescued divers are emptied out in exchange for points. To add to the challenge, the submarine has a limited amount of oxygen. The player must surface often in order to replenish the oxygen, but if the player resurfaces without any rescued divers, they will lose a life. If the player resurfaces with the maximum amount of divers, they will gain bonus points for the sub’s remaining oxygen. Each time the player surfaces, the game’s difficulty increases; enemies increase in number and speed. Eventually an enemy sub begins patrolling the surface, leaving the player without a safe haven.
Description from Wikipedia
Performances of RL Agents
We list various reinforcement learning algorithms that were tested in this environment. These results are from RL Database. If this page was helpful, please consider giving a star!