thisuse pip once more to install gym' atari environmentswhich includes variety of atari video gamesincluding space invaderspython - pip install gym[atariif your installation of the gym[ataripackage was successfulyour output will end with the followingoutput installing collected packagesatari-pypillowpyopengl successfully installed pillowpyopenglatari-pywith these dependencies installedyou're ready to move on and build an agent that plays randomly to serve as your baseline for comparison step -creating baseline random agent with gym now that the required software is on your serveryou will set up an agent that will play simplified version of the classic atari gamespace invaders for any experimentit is necessary to obtain baseline to help you understand how well your model performs because this agent takes random actions at each framewe'll refer to it as our randombaseline agent in this caseyou will compare against this baseline agent to understand how well your agents perform in later steps with gymyou maintain your own game loop this means that you handle every step of the game' executionat every time stepyou give the gym new action and ask gym for the game state in this tutorialthe