Atari Alien Environment
In this game based, loosely, on the movie of the same name, you have to move through a maze (the halls of your ship in the manual), ala Pac-Man, collecting dots (destroying alien eggs).
If you collect the power dot (pulsar), you can kill any of the three aliens, for a short time. There are only three enemies in the maze at a time, there is a bonus item at times and only one power dot (pulsar) at a time. When you grab the pulsar, it will next appear in one of two other spots.
After you clear one level, you get a bonus game. You have to move up the screen to the prize at the top past several aliens, reminiscent of Freeway. You do not lose a man if you fail but you only have eight seconds to do it then you are off the the next, harder level.
Description from RetroGames
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!
|1850.3||PPO||Proximal Policy Optimization Algorithm|
|1655.4||ACER||Proximal Policy Optimization Algorithm|
|1141.7||A2C||Proximal Policy Optimization Algorithm|