Best Learner

Reported on 104 benchmarks across 2 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Playing Games104 results

Atari GamesonAtari 2600 Montezuma's Revenge
Score· 2012-07-19
10.7
best: 43791 (Go-Explore)
SOTA
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Bowling
Score· 2012-07-19
43.9
best: 260.13 (MuZero)
SOTA
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Venture
Score· 2012-07-19
66
best: 2623.71 (Agent57)
SOTA
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Montezuma's Revenge
Score· 2012-07-19
10.7
best: 43791 (Go-Explore)
SOTA
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Bowling
Score· 2012-07-19
43.9
best: 260.13 (MuZero)
SOTA
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Venture
Score· 2012-07-19
66
best: 2623.71 (Agent57)
SOTA
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Boxing
Score· 2012-07-19
44
best: 100 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Double Dunk
Score· 2012-07-19
-13.1
best: 24 (UCT)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Ms. Pacman
Score· 2012-07-19
1691.8
best: 243401.1 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Centipede
Score· 2012-07-19
8803.8
best: 1422628 (Go-Explore)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Tutankham
Score· 2012-07-19
114.3
best: 2354.91 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Freeway
Score· 2012-07-19
19.1
best: 34 (TRPO-hash)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Pong
Score· 2012-07-19
-19
best: 21 (Duel noop)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Enduro
Score· 2012-07-19
129.1
best: 14330 (GDI-I3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Krull
Score· 2012-07-19
3371.5
best: 594540 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Breakout
Score· 2012-07-19
5.2
best: 864 (GDI-H3(200M frames))
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Frostbite
Score· 2012-07-19
216.9
best: 631378.53 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Gopher
Score· 2012-07-19
1288.3
best: 488830 (GDI-I3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Space Invaders
Score· 2012-07-19
250.1
best: 154380 (GDI-H3(200M frames))
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 James Bond
Score· 2012-07-19
202.8
best: 620780 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Amidar
Score· 2012-07-19
103.4
best: 29660.08 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Tennis
Score· 2012-07-19
-0.1
best: 24 (GDI-I3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Crazy Climber
Score· 2012-07-19
23410.6
best: 565909.85 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Asteroids
Score· 2012-07-19
907.3
best: 760005 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Gravitar
Score· 2012-07-19
387.7
best: 19213.96 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Time Pilot
Score· 2012-07-19
3741.2
best: 476763.9 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Demon Attack
Score· 2012-07-19
520.5
best: 787985 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Battle Zone
Score· 2012-07-19
15819.7
best: 934134.88 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Beam Rider
Score· 2012-07-19
929.4
best: 454993.53 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Asterix
Score· 2012-07-19
987.3
best: 999999 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Kung-Fu Master
Score· 2012-07-19
19544
best: 1666665 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Kangaroo
Score· 2012-07-19
1622.1
best: 24034.16 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Assault
Score· 2012-07-19
628
best: 143972.03 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Alien
Score· 2012-07-19
939.2
best: 741812.63 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Fishing Derby
Score· 2012-07-19
-89.5
best: 91.16 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Seaquest
Score· 2012-07-19
664.8
best: 1000000 (GDI-H3(200M frames))
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Chopper Command
Score· 2012-07-19
1581.5
best: 999999 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Video Pinball
Score· 2012-07-19
16871.3
best: 999383.2 (R2D2)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Wizard of Wor
Score· 2012-07-19
1981.3
best: 197126 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Zaxxon
Score· 2012-07-19
3365.1
best: 725853.9 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Robotank
Score· 2012-07-19
28.7
best: 131.13 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Name This Game
Score· 2012-07-19
2500.1
best: 157177.85 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Star Gunner
Score· 2012-07-19
1069.5
best: 839573.53 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Ice Hockey
Score· 2012-07-19
-9.5
best: 481.9 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Berzerk
Score· 2012-07-19
501.3
best: 197376 (Go-Explore)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Atlantis
Score· 2012-07-19
62687
best: 3837300 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 HERO
Score· 2012-07-19
6458.8
best: 114736.26 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Bank Heist
Score· 2012-07-19
190.8
best: 27219.8 (MuZero (Res2 Adam))
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Private Eye
Score· 2012-07-19
684.3
best: 95756 (Go-Explore)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Pooyan
Score· 2012-07-19
1225.3
best: 17763.4 (UCT)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Q*Bert
Score· 2012-07-19
613.5
best: 580328.14 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 River Raid
Score· 2012-07-19
1904.3
best: 323417.18 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Road Runner
Score· 2012-07-19
67.7
best: 999999 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Up and Down
Score· 2012-07-19
3532.7
best: 986440 (GDI-I3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Boxing
Score· 2012-07-19
44
best: 100 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Double Dunk
Score· 2012-07-19
-13.1
best: 24 (UCT)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Ms. Pacman
Score· 2012-07-19
1691.8
best: 243401.1 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Centipede
Score· 2012-07-19
8803.8
best: 1422628 (Go-Explore)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Tutankham
Score· 2012-07-19
114.3
best: 2354.91 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Freeway
Score· 2012-07-19
19.1
best: 34 (TRPO-hash)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Pong
Score· 2012-07-19
-19
best: 21 (Duel noop)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Enduro
Score· 2012-07-19
129.1
best: 14330 (GDI-I3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Krull
Score· 2012-07-19
3371.5
best: 594540 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Breakout
Score· 2012-07-19
5.2
best: 864 (GDI-H3(200M frames))
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Frostbite
Score· 2012-07-19
216.9
best: 631378.53 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Gopher
Score· 2012-07-19
1288.3
best: 488830 (GDI-I3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Space Invaders
Score· 2012-07-19
250.1
best: 154380 (GDI-H3(200M frames))
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 James Bond
Score· 2012-07-19
202.8
best: 620780 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Amidar
Score· 2012-07-19
103.4
best: 29660.08 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Tennis
Score· 2012-07-19
-0.1
best: 24 (GDI-I3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Crazy Climber
Score· 2012-07-19
23410.6
best: 565909.85 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Asteroids
Score· 2012-07-19
907.3
best: 760005 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Gravitar
Score· 2012-07-19
387.7
best: 19213.96 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Time Pilot
Score· 2012-07-19
3741.2
best: 476763.9 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Demon Attack
Score· 2012-07-19
520.5
best: 787985 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Battle Zone
Score· 2012-07-19
15819.7
best: 934134.88 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Beam Rider
Score· 2012-07-19
929.4
best: 454993.53 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Asterix
Score· 2012-07-19
987.3
best: 999999 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Kung-Fu Master
Score· 2012-07-19
19544
best: 1666665 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Kangaroo
Score· 2012-07-19
1622.1
best: 24034.16 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Assault
Score· 2012-07-19
628
best: 143972.03 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Alien
Score· 2012-07-19
939.2
best: 741812.63 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Fishing Derby
Score· 2012-07-19
-89.5
best: 91.16 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Seaquest
Score· 2012-07-19
664.8
best: 1000000 (GDI-H3(200M frames))
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Chopper Command
Score· 2012-07-19
1581.5
best: 999999 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Video Pinball
Score· 2012-07-19
16871.3
best: 999383.2 (R2D2)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Wizard of Wor
Score· 2012-07-19
1981.3
best: 197126 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Zaxxon
Score· 2012-07-19
3365.1
best: 725853.9 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Robotank
Score· 2012-07-19
28.7
best: 131.13 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Name This Game
Score· 2012-07-19
2500.1
best: 157177.85 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Star Gunner
Score· 2012-07-19
1069.5
best: 839573.53 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Ice Hockey
Score· 2012-07-19
-9.5
best: 481.9 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Berzerk
Score· 2012-07-19
501.3
best: 197376 (Go-Explore)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Atlantis
Score· 2012-07-19
62687
best: 3837300 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 HERO
Score· 2012-07-19
6458.8
best: 114736.26 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Bank Heist
Score· 2012-07-19
190.8
best: 27219.8 (MuZero (Res2 Adam))
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Private Eye
Score· 2012-07-19
684.3
best: 95756 (Go-Explore)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Pooyan
Score· 2012-07-19
1225.3
best: 17763.4 (UCT)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Q*Bert
Score· 2012-07-19
613.5
best: 580328.14 (Agent57)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 River Raid
Score· 2012-07-19
1904.3
best: 323417.18 (MuZero)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Road Runner
Score· 2012-07-19
67.7
best: 999999 (GDI-H3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Video GamesonAtari 2600 Up and Down
Score· 2012-07-19
3532.7
best: 986440 (GDI-I3)
The Arcade Learning Environment: An Evaluation Platform for General Agents arXiv:1207.4708
Atari GamesonAtari 2600 Skiing
Score
0
Video GamesonAtari 2600 Skiing
Score
0