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ResearchFormerly WizWand

Atari 2600

Benchmarks

TaskDatasetSOTA resultTrendResults

Reinforcement Learning

Atari 2600 Games Breakdown

1,399,753Avg Reward (baseline)

52

Reinforcement Learning

Atari 2600 MONTEZUMA'S REVENGE

18,003,200Score

45

Reinforcement Learning

Atari 2600 Montezuma's Revenge ALE (test)

14,973Score

24

Reinforcement Learning

Atari 2600 Qbert

684,700Score

20

Reinforcement Learning

Atari 2600 57 games

223Median Human-Normalized Score

20

Reinforcement Learning

Atari 2600 Private Eye ALE (test)

17,313Score

19

Reinforcement Learning

Atari 2600 57 games (test)

1,006.4Median Human-Normalized Score

15

Reinforcement Learning

Atari 2600 Freeway ALE (test)

34Score

14

Atari game playing

Atari 2600 57 games human starts evaluation metric

162Median Human-Normalized Score

14

Reinforcement Learning

Atari 2600 Seaquest

4,770Average Score

12

Reinforcement Learning

Atari 2600 Arcade Learning Environment (evaluation)

3,459Montezuma's Revenge Score

11

Reinforcement Learning

Atari 2600 Enduro

1,473Mean Score

10

Reinforcement Learning

Atari 2600 GRAVITAR

3,351.4GRAVITAR Score

10

Reinforcement Learning

Atari 2600 (test)

4,704Alien Score

10

Reinforcement Learning

Atari 2600 (test)

6,875Alien

10

Reinforcement Learning

Atari 2600

7,128Alien Score

9

Reinforcement Learning

Atari 2600 FREEWAY

32.4Score

9

Atari Game Playing

Atari 2600 ALE (test)

34Freeway Score

8

Reinforcement Learning

Atari 2600 Solaris

2,279.4Average Score

8

Reinforcement Learning

Atari 2600

242Asterix Score

7

Reinforcement Learning

Atari 2600 25 games

518.2Mean Human Normalized Score

7

Reinforcement Learning

Atari 2600 55 games (test)

1,426Mean Human-Normalized Score

7

Reinforcement Learning

Atari 2600 SpaceInvaders

1,400Best Stable Score

7

Atari Games Playing

Atari 2600 60 games (test)

563Human Norm Mean (%)

6

Reinforcement Learning

Atari 2600 TimePilot

7,340Score

6