| atari-games-on-atari-2600-alien | Duel noop | #16 | Score: 4461.4 |
| atari-games-on-atari-2600-alien | Prior+Duel noop | #19 | Score: 3941.0 |
| atari-games-on-atari-2600-alien | DDQN (tuned) noop | #20 | Score: 3747.7 |
| atari-games-on-atari-2600-alien | Duel hs | #28 | Score: 1486.5 |
| atari-games-on-atari-2600-alien | Prior+Duel hs | #38 | Score: 823.7 |
| atari-games-on-atari-2600-amidar | Duel noop | #9 | Score: 2354.5 |
| atari-games-on-atari-2600-amidar | Prior+Duel noop | #10 | Score: 2296.8 |
| atari-games-on-atari-2600-amidar | DDQN (tuned) noop | #13 | Score: 1793.3 |
| atari-games-on-atari-2600-amidar | Prior+Duel hs | #31 | Score: 238.4 |
| atari-games-on-atari-2600-amidar | Duel hs | #38 | Score: 172.7 |
| atari-games-on-atari-2600-assault | Prior+Duel noop | #13 | Score: 11477.0 |
| atari-games-on-atari-2600-assault | Prior+Duel hs | #16 | Score: 10950.6 |
| atari-games-on-atari-2600-assault | DDQN (tuned) noop | #24 | Score: 5393.2 |
| atari-games-on-atari-2600-assault | Duel noop | #25 | Score: 4621.0 |
| atari-games-on-atari-2600-assault | Duel hs | #27 | Score: 3994.8 |
| atari-games-on-atari-2600-asterix | Prior+Duel noop | #8 | Score: 375080.0 |
| atari-games-on-atari-2600-asterix | Prior+Duel hs | #10 | Score: 364200.0 |
| atari-games-on-atari-2600-asterix | Duel noop | #20 | Score: 28188.0 |
| atari-games-on-atari-2600-asterix | DDQN (tuned) noop | #27 | Score: 17356.5 |
| atari-games-on-atari-2600-asterix | Duel hs | #30 | Score: 15840.0 |
| atari-games-on-atari-2600-asteroids | Duel noop | #18 | Score: 2837.7 |
| atari-games-on-atari-2600-asteroids | Duel hs | #22 | Score: 2035.4 |
| atari-games-on-atari-2600-asteroids | Prior+Duel noop | #33 | Score: 1192.7 |
| atari-games-on-atari-2600-asteroids | DDQN (tuned) noop | #38 | Score: 734.7 |
| atari-games-on-atari-2600-atlantis | Duel hs | #24 | Score: 445360.0 |
| atari-games-on-atari-2600-atlantis | Prior+Duel noop | #26 | Score: 395762.0 |
| atari-games-on-atari-2600-atlantis | Duel noop | #27 | Score: 382572.0 |
| atari-games-on-atari-2600-atlantis | DDQN (tuned) noop | #34 | Score: 106056.0 |
| atari-games-on-atari-2600-bank-heist | Duel noop | #5 | Score: 1611.9 |
| atari-games-on-atari-2600-bank-heist | Prior+Duel noop | #6 | Score: 1503.1 |
| atari-games-on-atari-2600-bank-heist | Duel hs | #17 | Score: 1129.3 |
| atari-games-on-atari-2600-bank-heist | DDQN (tuned) noop | #20 | Score: 1030.6 |
| atari-games-on-atari-2600-battle-zone | Duel noop | #15 | Score: 37150.0 |
| atari-games-on-atari-2600-battle-zone | Prior+Duel noop | #16 | Score: 35520.0 |
| atari-games-on-atari-2600-battle-zone | DDQN (tuned) noop | #19 | Score: 31700.0 |
| atari-games-on-atari-2600-battle-zone | Duel hs | #21 | Score: 31320.0 |
| atari-games-on-atari-2600-beam-rider | Prior+Duel noop | #11 | Score: 30276.5 |
| atari-games-on-atari-2600-beam-rider | Duel hs | #22 | Score: 14591.3 |
| atari-games-on-atari-2600-beam-rider | DDQN (tuned) noop | #24 | Score: 13772.8 |
| atari-games-on-atari-2600-beam-rider | Duel noop | #27 | Score: 12164.0 |
| atari-games-on-atari-2600-berzerk | Prior+Duel noop | #8 | Score: 3409.0 |
| atari-games-on-atari-2600-berzerk | Duel noop | #16 | Score: 1472.6 |
| atari-games-on-atari-2600-berzerk | DDQN (tuned) noop | #20 | Score: 1225.4 |
| atari-games-on-atari-2600-berzerk | Duel hs | #24 | Score: 910.6 |
| atari-games-on-atari-2600-bowling | DDQN (tuned) noop | #15 | Score: 68.1 |
| atari-games-on-atari-2600-bowling | Duel hs | #16 | Score: 65.7 |
| atari-games-on-atari-2600-bowling | Duel noop | #17 | Score: 65.5 |
| atari-games-on-atari-2600-bowling | Prior+Duel noop | #29 | Score: 46.7 |
| atari-games-on-atari-2600-boxing | Duel noop | #13 | Score: 99.4 |
| atari-games-on-atari-2600-boxing | Prior+Duel noop | #14 | Score: 98.9 |
| atari-games-on-atari-2600-boxing | DDQN (tuned) noop | #24 | Score: 91.6 |
| atari-games-on-atari-2600-boxing | Duel hs | #27 | Score: 77.3 |
| atari-games-on-atari-2600-breakout | DDQN (tuned) noop | #20 | Score: 418.5 |
| atari-games-on-atari-2600-breakout | Duel hs | #21 | Score: 411.6 |
| atari-games-on-atari-2600-breakout | Prior+Duel noop | #27 | Score: 366.0 |
| atari-games-on-atari-2600-breakout | Duel noop | #32 | Score: 345.3 |
| atari-games-on-atari-2600-centipede | Prior+Duel noop | #18 | Score: 7687.5 |
| atari-games-on-atari-2600-centipede | Duel noop | #20 | Score: 7561.4 |
| atari-games-on-atari-2600-centipede | DDQN (tuned) noop | #24 | Score: 5409.4 |
| atari-games-on-atari-2600-centipede | Duel hs | #25 | Score: 4881.0 |
| atari-games-on-atari-2600-chopper-command | Prior+Duel noop | #13 | Score: 13185.0 |
| atari-games-on-atari-2600-chopper-command | Duel noop | #15 | Score: 11215.0 |
| atari-games-on-atari-2600-chopper-command | DDQN (tuned) noop | #25 | Score: 5809.0 |
| atari-games-on-atari-2600-chopper-command | Duel hs | #32 | Score: 3784.0 |
| atari-games-on-atari-2600-crazy-climber | Prior+Duel noop | #10 | Score: 162224.0 |
| atari-games-on-atari-2600-crazy-climber | Duel noop | #14 | Score: 143570.0 |
| atari-games-on-atari-2600-crazy-climber | Duel hs | #24 | Score: 124566.0 |
| atari-games-on-atari-2600-crazy-climber | DDQN (tuned) noop | #27 | Score: 117282.0 |
| atari-games-on-atari-2600-defender | Duel noop | #12 | Score: 42214.0 |
| atari-games-on-atari-2600-defender | Prior+Duel noop | #13 | Score: 41324.5 |
| atari-games-on-atari-2600-defender | Prior+Duel hs | #15 | Score: 34415.0 |
| atari-games-on-atari-2600-demon-attack | Prior+Duel noop | #18 | Score: 72878.6 |
| atari-games-on-atari-2600-demon-attack | Duel noop | #25 | Score: 60813.3 |
| atari-games-on-atari-2600-demon-attack | DDQN (tuned) noop | #26 | Score: 58044.2 |
| atari-games-on-atari-2600-demon-attack | Duel hs | #27 | Score: 56322.8 |
| atari-games-on-atari-2600-double-dunk | Duel noop | #18 | Score: 0.1 |
| atari-games-on-atari-2600-double-dunk | Duel hs | #26 | Score: -0.8 |
| atari-games-on-atari-2600-double-dunk | DDQN (tuned) noop | #29 | Score: -5.5 |
| atari-games-on-atari-2600-double-dunk | Prior+Duel noop | #35 | Score: -12.5 |
| atari-games-on-atari-2600-enduro | Prior+Duel noop | #8 | Score: 2306.4 |
| atari-games-on-atari-2600-enduro | Duel noop | #9 | Score: 2258.2 |
| atari-games-on-atari-2600-enduro | Duel hs | #14 | Score: 2077.4 |
| atari-games-on-atari-2600-enduro | DDQN (tuned) noop | #23 | Score: 1211.8 |
| atari-games-on-atari-2600-fishing-derby | Duel noop | #10 | Score: 46.4 |
| atari-games-on-atari-2600-fishing-derby | Prior+Duel noop | #13 | Score: 41.3 |
| atari-games-on-atari-2600-fishing-derby | DDQN (tuned) noop | #26 | Score: 15.5 |
| atari-games-on-atari-2600-fishing-derby | Duel hs | #34 | Score: -4.1 |
| atari-games-on-atari-2600-freeway | DDQN (tuned) noop | #12 | Score: 33.3 |
| atari-games-on-atari-2600-freeway | Prior+Duel noop | #14 | Score: 33.0 |
| atari-games-on-atari-2600-freeway | Duel hs | #46 | Score: 0.2 |
| atari-games-on-atari-2600-freeway | Duel noop | #50 | Score: 0.0 |
| atari-games-on-atari-2600-frostbite | Prior+Duel noop | #9 | Score: 7413.0 |
| atari-games-on-atari-2600-frostbite | Duel noop | #12 | Score: 4672.8 |
| atari-games-on-atari-2600-frostbite | Duel hs | #23 | Score: 2332.4 |
| atari-games-on-atari-2600-frostbite | DDQN (tuned) noop | #26 | Score: 1683.3 |
| atari-games-on-atari-2600-gopher | Prior+Duel noop | #9 | Score: 104368.2 |
| atari-games-on-atari-2600-gopher | Duel hs | #20 | Score: 20051.4 |
| atari-games-on-atari-2600-gopher | Duel noop | #23 | Score: 15718.4 |
| atari-games-on-atari-2600-gopher | DDQN (tuned) noop | #25 | Score: 14840.8 |
| atari-games-on-atari-2600-gravitar | Duel noop | #24 | Score: 588.0 |
| atari-games-on-atari-2600-gravitar | DDQN (tuned) noop | #33 | Score: 412.0 |
| atari-games-on-atari-2600-gravitar | Duel hs | #40 | Score: 297.0 |
| atari-games-on-atari-2600-gravitar | Prior+Duel noop | #45 | Score: 238.0 |
| atari-games-on-atari-2600-hero | Prior+Duel noop | #22 | Score: 21036.5 |
| atari-games-on-atari-2600-hero | Duel noop | #25 | Score: 20818.2 |
| atari-games-on-atari-2600-hero | DDQN (tuned) noop | #27 | Score: 20130.2 |
| atari-games-on-atari-2600-hero | Duel hs | #30 | Score: 15207.9 |
| atari-games-on-atari-2600-ice-hockey | Duel noop | #15 | Score: 0.5 |
| atari-games-on-atari-2600-ice-hockey | Prior+Duel noop | #19 | Score: -0.4 |
| atari-games-on-atari-2600-ice-hockey | Duel hs | #21 | Score: -1.3 |
| atari-games-on-atari-2600-ice-hockey | DDQN (tuned) noop | #31 | Score: -2.7 |
| atari-games-on-atari-2600-james-bond | DDQN (tuned) noop | #17 | Score: 1358.0 |
| atari-games-on-atari-2600-james-bond | Duel noop | #18 | Score: 1312.5 |
| atari-games-on-atari-2600-james-bond | Duel hs | #22 | Score: 835.5 |
| atari-games-on-atari-2600-james-bond | Prior+Duel noop | #23 | Score: 812.0 |
| atari-games-on-atari-2600-kangaroo | Duel noop | #8 | Score: 14854.0 |
| atari-games-on-atari-2600-kangaroo | DDQN (tuned) noop | #14 | Score: 12992.0 |
| atari-games-on-atari-2600-kangaroo | Duel hs | #21 | Score: 10334.0 |
| atari-games-on-atari-2600-kangaroo | Prior+Duel noop | #30 | Score: 1792.0 |
| atari-games-on-atari-2600-krull | Duel noop | #8 | Score: 11451.9 |
| atari-games-on-atari-2600-krull | Prior+Duel noop | #15 | Score: 10374.4 |
| atari-games-on-atari-2600-krull | Duel hs | #26 | Score: 8051.6 |
| atari-games-on-atari-2600-krull | DDQN (tuned) noop | #27 | Score: 7920.5 |
| atari-games-on-atari-2600-kung-fu-master | Prior+Duel noop | #14 | Score: 48375.0 |
| atari-games-on-atari-2600-kung-fu-master | Duel noop | #24 | Score: 34294.0 |
| atari-games-on-atari-2600-kung-fu-master | DDQN (tuned) noop | #29 | Score: 29710.0 |
| atari-games-on-atari-2600-kung-fu-master | Duel hs | #32 | Score: 24288.0 |
| atari-games-on-atari-2600-montezumas-revenge | Duel hs | #33 | Score: 22.0 |
| atari-games-on-atari-2600-ms-pacman | Duel noop | #11 | Score: 6283.5 |
| atari-games-on-atari-2600-ms-pacman | Prior+Duel noop | #21 | Score: 3327.3 |
| atari-games-on-atari-2600-ms-pacman | DDQN (tuned) noop | #24 | Score: 2711.4 |
| atari-games-on-atari-2600-ms-pacman | Duel hs | #29 | Score: 2250.6 |
| atari-games-on-atari-2600-name-this-game | Prior+Duel noop | #11 | Score: 15572.5 |
| atari-games-on-atari-2600-name-this-game | Duel noop | #20 | Score: 11971.1 |
| atari-games-on-atari-2600-name-this-game | Duel hs | #22 | Score: 11185.1 |
| atari-games-on-atari-2600-name-this-game | DDQN (tuned) noop | #24 | Score: 10616.0 |
| atari-games-on-atari-2600-phoenix | Prior+Duel hs | #10 | Score: 63597.0 |
| atari-games-on-atari-2600-pong | Duel noop | #3 | Score: 21.0 |
| atari-games-on-atari-2600-pong | DDQN (tuned) noop | #13 | Score: 20.9 |
| atari-games-on-atari-2600-pong | Prior+Duel noop | #14 | Score: 20.9 |
| atari-games-on-atari-2600-pong | Duel hs | #32 | Score: 18.8 |
| atari-games-on-atari-2600-private-eye | Duel hs | #26 | Score: 292.6 |
| atari-games-on-atari-2600-private-eye | Prior+Duel noop | #30 | Score: 206.0 |
| atari-games-on-atari-2600-private-eye | DDQN (tuned) noop | #36 | Score: 129.7 |
| atari-games-on-atari-2600-private-eye | Duel noop | #38 | Score: 103.0 |
| atari-games-on-atari-2600-qbert | Duel noop | #16 | Score: 19220.3 |
| atari-games-on-atari-2600-qbert | Prior+Duel noop | #17 | Score: 18760.3 |
| atari-games-on-atari-2600-qbert | DDQN (tuned) noop | #24 | Score: 15088.5 |
| atari-games-on-atari-2600-qbert | Duel hs | #28 | Score: 14175.8 |
| atari-games-on-atari-2600-river-raid | Duel noop | #9 | Score: 21162.6 |
| atari-games-on-atari-2600-river-raid | Prior+Duel noop | #10 | Score: 20607.6 |
| atari-games-on-atari-2600-river-raid | Duel hs | #15 | Score: 16569.4 |
| atari-games-on-atari-2600-river-raid | DDQN (tuned) noop | #18 | Score: 14884.5 |
| atari-games-on-atari-2600-road-runner | Duel noop | #9 | Score: 69524.0 |
| atari-games-on-atari-2600-road-runner | Prior+Duel noop | #11 | Score: 62151.0 |
| atari-games-on-atari-2600-road-runner | Duel hs | #13 | Score: 58549.0 |
| atari-games-on-atari-2600-road-runner | DDQN (tuned) noop | #25 | Score: 44127.0 |
| atari-games-on-atari-2600-robotank | Duel noop | #11 | Score: 65.3 |
| atari-games-on-atari-2600-robotank | DDQN (tuned) noop | #12 | Score: 65.1 |
| atari-games-on-atari-2600-robotank | Duel hs | #18 | Score: 62.0 |
| atari-games-on-atari-2600-robotank | Prior+Duel noop | #29 | Score: 27.5 |
| atari-games-on-atari-2600-seaquest | Duel noop | #7 | Score: 50254.2 |
| atari-games-on-atari-2600-seaquest | Duel hs | #8 | Score: 37361.6 |
| atari-games-on-atari-2600-seaquest | DDQN (tuned) noop | #14 | Score: 16452.7 |
| atari-games-on-atari-2600-seaquest | Prior+Duel noop | #42 | Score: 931.6 |
| atari-games-on-atari-2600-space-invaders | Prior+Duel noop | #12 | Score: 15311.5 |
| atari-games-on-atari-2600-space-invaders | Duel noop | #15 | Score: 6427.3 |
| atari-games-on-atari-2600-space-invaders | Duel hs | #16 | Score: 5993.1 |
| atari-games-on-atari-2600-space-invaders | DDQN (tuned) noop | #29 | Score: 2525.5 |
| atari-games-on-atari-2600-star-gunner | Prior+Duel noop | #12 | Score: 125117.0 |
| atari-games-on-atari-2600-star-gunner | Duel hs | #14 | Score: 90804.0 |
| atari-games-on-atari-2600-star-gunner | Duel noop | #15 | Score: 89238.0 |
| atari-games-on-atari-2600-star-gunner | DDQN (tuned) noop | #23 | Score: 60142.0 |
| atari-games-on-atari-2600-tennis | Duel noop | #12 | Score: 5.1 |
| atari-games-on-atari-2600-tennis | Duel hs | #13 | Score: 4.4 |
| atari-games-on-atari-2600-tennis | Prior+Duel noop | #17 | Score: 0.0 |
| atari-games-on-atari-2600-tennis | DDQN (tuned) noop | #38 | Score: -22.8 |
| atari-games-on-atari-2600-time-pilot | Duel noop | #18 | Score: 11666.0 |
| atari-games-on-atari-2600-time-pilot | DDQN (tuned) noop | #24 | Score: 8339.0 |
| atari-games-on-atari-2600-time-pilot | Prior+Duel noop | #27 | Score: 7553.0 |
| atari-games-on-atari-2600-time-pilot | Duel hs | #29 | Score: 6601.0 |
| atari-games-on-atari-2600-tutankham | Prior+Duel noop | #14 | Score: 245.9 |
| atari-games-on-atari-2600-tutankham | DDQN (tuned) noop | #18 | Score: 218.4 |
| atari-games-on-atari-2600-tutankham | Duel noop | #20 | Score: 211.4 |
| atari-games-on-atari-2600-tutankham | Duel hs | #36 | Score: 48.0 |
| atari-games-on-atari-2600-up-and-down | Duel noop | #20 | Score: 44939.6 |
| atari-games-on-atari-2600-up-and-down | Prior+Duel noop | #21 | Score: 33879.1 |
| atari-games-on-atari-2600-up-and-down | Duel hs | #24 | Score: 24759.2 |
| atari-games-on-atari-2600-up-and-down | DDQN (tuned) noop | #25 | Score: 22972.2 |
| atari-games-on-atari-2600-venture | Duel noop | #18 | Score: 497.0 |
| atari-games-on-atari-2600-venture | Duel hs | #24 | Score: 200.0 |
| atari-games-on-atari-2600-venture | DDQN (tuned) noop | #28 | Score: 98.0 |
| atari-games-on-atari-2600-venture | Prior+Duel noop | #33 | Score: 48.0 |
| atari-games-on-atari-2600-video-pinball | Prior+Duel noop | #15 | Score: 479197.0 |
| atari-games-on-atari-2600-video-pinball | DDQN (tuned) noop | #21 | Score: 309941.9 |
| atari-games-on-atari-2600-video-pinball | Duel hs | #30 | Score: 110976.2 |
| atari-games-on-atari-2600-video-pinball | Duel noop | #31 | Score: 98209.5 |
| atari-games-on-atari-2600-wizard-of-wor | Prior+Duel noop | #15 | Score: 12352.0 |
| atari-games-on-atari-2600-wizard-of-wor | Duel noop | #22 | Score: 7855.0 |
| atari-games-on-atari-2600-wizard-of-wor | DDQN (tuned) noop | #23 | Score: 7492.0 |
| atari-games-on-atari-2600-wizard-of-wor | Duel hs | #25 | Score: 7054.0 |
| atari-games-on-atari-2600-zaxxon | Prior+Duel noop | #16 | Score: 13886.0 |
| atari-games-on-atari-2600-zaxxon | Duel noop | #18 | Score: 12944.0 |
| atari-games-on-atari-2600-zaxxon | Duel hs | #23 | Score: 10164.0 |
| atari-games-on-atari-2600-zaxxon | DDQN (tuned) noop | #24 | Score: 10163.0 |