├── .gitignore ├── LICENSE.txt ├── README.md ├── actor_learner.py ├── atari_emulator.py ├── atari_roms ├── air_raid.bin ├── alien.bin ├── amidar.bin ├── assault.bin ├── asterix.bin ├── asteroids.bin ├── atlantis.bin ├── bank_heist.bin ├── battle_zone.bin ├── beam_rider.bin ├── berzerk.bin ├── bowling.bin ├── boxing.bin ├── breakout.bin ├── carnival.bin ├── centipede.bin ├── chopper_command.bin ├── crazy_climber.bin ├── defender.bin ├── demon_attack.bin ├── double_dunk.bin ├── elevator_action.bin ├── enduro.bin ├── fishing_derby.bin ├── freeway.bin ├── frostbite.bin ├── gopher.bin ├── gravitar.bin ├── hero.bin ├── ice_hockey.bin ├── jamesbond.bin ├── journey_escape.bin ├── kangaroo.bin ├── krull.bin ├── kung_fu_master.bin ├── montezuma_revenge.bin ├── ms_pacman.bin ├── name_this_game.bin ├── phoenix.bin ├── pitfall.bin ├── pong.bin ├── pooyan.bin ├── private_eye.bin ├── qbert.bin ├── riverraid.bin ├── road_runner.bin ├── robotank.bin ├── seaquest.bin ├── skiing.bin ├── solaris.bin ├── space_invaders.bin ├── star_gunner.bin ├── tennis.bin ├── time_pilot.bin ├── tutankham.bin ├── up_n_down.bin ├── venture.bin ├── video_pinball.bin ├── wizard_of_wor.bin ├── yars_revenge.bin └── zaxxon.bin ├── emulator_runner.py ├── environment.py ├── environment_creator.py ├── logger_utils.py ├── networks.py ├── paac.py ├── policy_v_network.py ├── pretrained ├── beam_rider │ ├── args.json │ └── checkpoints │ │ ├── -80000000.data-00000-of-00001 │ │ ├── -80000000.index │ │ ├── -80000000.meta │ │ └── checkpoint ├── boxing │ ├── args.json │ └── checkpoints │ │ ├── -43000000.data-00000-of-00001 │ │ ├── -43000000.index │ │ ├── -43000000.meta │ │ └── checkpoint ├── breakout │ ├── args.json │ └── checkpoints │ │ ├── -80000000.data-00000-of-00001 │ │ ├── -80000000.index │ │ ├── -80000000.meta │ │ └── checkpoint ├── ms_pacman │ ├── args.json │ └── checkpoints │ │ ├── -80000000.data-00000-of-00001 │ │ ├── -80000000.index │ │ ├── -80000000.meta │ │ └── checkpoint ├── name_this_game │ ├── args.json │ └── checkpoints │ │ ├── -80000000.data-00000-of-00001 │ │ ├── -80000000.index │ │ ├── -80000000.meta │ │ └── checkpoint ├── qbert │ ├── args.json │ └── checkpoints │ │ ├── -80000000.data-00000-of-00001 │ │ ├── -80000000.index │ │ ├── -80000000.meta │ │ └── checkpoint ├── seaquest │ ├── args.json │ └── checkpoints │ │ ├── -80000000.data-00000-of-00001 │ │ ├── -80000000.index │ │ ├── -80000000.meta │ │ └── checkpoint └── space_invaders │ ├── args.json │ └── checkpoints │ ├── -80000000.data-00000-of-00001 │ ├── -80000000.index │ ├── -80000000.meta │ └── checkpoint ├── readme_files ├── breakout_2x.gif ├── pong_2x.gif ├── qbert_2x.gif ├── qbert_learning_graph.png └── space_invaders_2x.gif ├── runners.py ├── test.py └── train.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | *.iml 3 | .idea/* 4 | -------------------------------------------------------------------------------- /LICENSE.txt: 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