Agent57

Reported on 116 benchmarks across 2 tasks · 1 paper · 40 SOTA

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

Playing Games116 results

Atari GamesonAtari 2600 Skiing
Score· uses extra data· 2020-03-30
-4202.6
best: 0 (Best Learner)
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Tutankham
Score· 2020-03-30
2354.91
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Yars Revenge
Score· 2020-03-30
998532.37
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 James Bond
Score· 2020-03-30
135784.96
best: 620780 (GDI-H3)
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Amidar
Score· 2020-03-30
29660.08
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Crazy Climber
Score· 2020-03-30
565909.85
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Gravitar
Score· 2020-03-30
19213.96
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Battle Zone
Score· 2020-03-30
934134.88
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Kung-Fu Master
Score· 2020-03-30
206845.82
best: 1666665 (GDI-H3)
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Kangaroo
Score· 2020-03-30
24034.16
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Seaquest
Score· 2020-03-30
999997.63
best: 1000000 (GDI-H3(200M frames))
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Chopper Command
Score· 2020-03-30
999900
best: 999999 (GDI-H3)
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Solaris
Score· 2020-03-30
44199.93
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Video Pinball
Score· 2020-03-30
992340.74
best: 999383.2 (R2D2)
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Star Gunner
Score· 2020-03-30
839573.53
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 HERO
Score· 2020-03-30
114736.26
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Bank Heist
Score· 2020-03-30
23071.5
best: 27219.8 (MuZero (Res2 Adam))
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Venture
Score· 2020-03-30
2623.71
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Private Eye
Score· 2020-03-30
79716.46
best: 95756 (Go-Explore)
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Q*Bert
Score· 2020-03-30
580328.14
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Skiing
Score· uses extra data· 2020-03-30
-4202.6
best: 0 (Best Learner)
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Tutankham
Score· 2020-03-30
2354.91
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Yars Revenge
Score· 2020-03-30
998532.37
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 James Bond
Score· 2020-03-30
135784.96
best: 620780 (GDI-H3)
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Amidar
Score· 2020-03-30
29660.08
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Crazy Climber
Score· 2020-03-30
565909.85
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Gravitar
Score· 2020-03-30
19213.96
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Battle Zone
Score· 2020-03-30
934134.88
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Kung-Fu Master
Score· 2020-03-30
206845.82
best: 1666665 (GDI-H3)
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Kangaroo
Score· 2020-03-30
24034.16
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Seaquest
Score· 2020-03-30
999997.63
best: 1000000 (GDI-H3(200M frames))
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Chopper Command
Score· 2020-03-30
999900
best: 999999 (GDI-H3)
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Solaris
Score· 2020-03-30
44199.93
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Video Pinball
Score· 2020-03-30
992340.74
best: 999383.2 (R2D2)
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Star Gunner
Score· 2020-03-30
839573.53
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 HERO
Score· 2020-03-30
114736.26
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Bank Heist
Score· 2020-03-30
23071.5
best: 27219.8 (MuZero (Res2 Adam))
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Venture
Score· 2020-03-30
2623.71
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Private Eye
Score· 2020-03-30
79716.46
best: 95756 (Go-Explore)
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Q*Bert
Score· 2020-03-30
580328.14
SOTA
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari Gamesonatari game
Human World Record Breakthrough· 2020-03-30
18
best: 22 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Boxing
Score· 2020-03-30
100
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Double Dunk
Score· 2020-03-30
23.93
best: 24 (UCT)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Ms. Pacman
Score· 2020-03-30
63994.44
best: 243401.1 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Centipede
Score· 2020-03-30
412847.86
best: 1422628 (Go-Explore)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Freeway
Score· 2020-03-30
32.59
best: 34 (TRPO-hash)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Pong
Score· 2020-03-30
20.67
best: 21 (Duel noop)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Enduro
Score· 2020-03-30
2367.71
best: 14330 (GDI-I3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Krull
Score· 2020-03-30
251997.31
best: 594540 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Breakout
Score· 2020-03-30
790.4
best: 864 (GDI-H3(200M frames))
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Frostbite
Score· 2020-03-30
541280.88
best: 631378.53 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Montezuma's Revenge
Score· 2020-03-30
9352.01
best: 43791 (Go-Explore)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Gopher
Score· 2020-03-30
117777.08
best: 488830 (GDI-I3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Space Invaders
Score· 2020-03-30
48680.86
best: 154380 (GDI-H3(200M frames))
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Tennis
Score· 2020-03-30
23.84
best: 24 (GDI-I3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Asteroids
Score· 2020-03-30
150854.61
best: 760005 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Time Pilot
Score· 2020-03-30
405425.31
best: 476763.9 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Demon Attack
Score· 2020-03-30
143161.44
best: 787985 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Phoenix
Score· 2020-03-30
908264.15
best: 959580 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Beam Rider
Score· 2020-03-30
300509.8
best: 454993.53 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Asterix
Score· 2020-03-30
991384.42
best: 999999 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Bowling
Score· 2020-03-30
251.18
best: 260.13 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Assault
Score· 2020-03-30
67212.67
best: 143972.03 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Alien
Score· 2020-03-30
297638.17
best: 741812.63 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Fishing Derby
Score· 2020-03-30
86.97
best: 91.16 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Pitfall!
Score· 2020-03-30
18756.01
best: 102571 (Go-Explore)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Surround
Score· 2020-03-30
9.5
best: 10 (NoisyNet-Dueling)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Wizard of Wor
Score· 2020-03-30
157306.41
best: 197126 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Zaxxon
Score· 2020-03-30
249808.9
best: 725853.9 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Defender
Score· 2020-03-30
677642.78
best: 993010 (CGP)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Robotank
Score· 2020-03-30
127.32
best: 131.13 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Name This Game
Score· 2020-03-30
54386.77
best: 157177.85 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Ice Hockey
Score· 2020-03-30
63.64
best: 481.9 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Berzerk
Score· 2020-03-30
61507.83
best: 197376 (Go-Explore)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Atlantis
Score· 2020-03-30
1528841.76
best: 3837300 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 River Raid
Score· 2020-03-30
63318.67
best: 323417.18 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Road Runner
Score· 2020-03-30
243025.8
best: 999999 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Atari GamesonAtari 2600 Up and Down
Score· 2020-03-30
623805.73
best: 986440 (GDI-I3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video Gamesonatari game
Human World Record Breakthrough· 2020-03-30
18
best: 22 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Boxing
Score· 2020-03-30
100
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Double Dunk
Score· 2020-03-30
23.93
best: 24 (UCT)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Ms. Pacman
Score· 2020-03-30
63994.44
best: 243401.1 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Centipede
Score· 2020-03-30
412847.86
best: 1422628 (Go-Explore)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Freeway
Score· 2020-03-30
32.59
best: 34 (TRPO-hash)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Pong
Score· 2020-03-30
20.67
best: 21 (Duel noop)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Enduro
Score· 2020-03-30
2367.71
best: 14330 (GDI-I3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Krull
Score· 2020-03-30
251997.31
best: 594540 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Breakout
Score· 2020-03-30
790.4
best: 864 (GDI-H3(200M frames))
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Frostbite
Score· 2020-03-30
541280.88
best: 631378.53 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Montezuma's Revenge
Score· 2020-03-30
9352.01
best: 43791 (Go-Explore)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Gopher
Score· 2020-03-30
117777.08
best: 488830 (GDI-I3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Space Invaders
Score· 2020-03-30
48680.86
best: 154380 (GDI-H3(200M frames))
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Tennis
Score· 2020-03-30
23.84
best: 24 (GDI-I3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Asteroids
Score· 2020-03-30
150854.61
best: 760005 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Time Pilot
Score· 2020-03-30
405425.31
best: 476763.9 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Demon Attack
Score· 2020-03-30
143161.44
best: 787985 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Phoenix
Score· 2020-03-30
908264.15
best: 959580 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Beam Rider
Score· 2020-03-30
300509.8
best: 454993.53 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Asterix
Score· 2020-03-30
991384.42
best: 999999 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Bowling
Score· 2020-03-30
251.18
best: 260.13 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Assault
Score· 2020-03-30
67212.67
best: 143972.03 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Alien
Score· 2020-03-30
297638.17
best: 741812.63 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Fishing Derby
Score· 2020-03-30
86.97
best: 91.16 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Pitfall!
Score· 2020-03-30
18756.01
best: 102571 (Go-Explore)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Surround
Score· 2020-03-30
9.5
best: 10 (NoisyNet-Dueling)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Wizard of Wor
Score· 2020-03-30
157306.41
best: 197126 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Zaxxon
Score· 2020-03-30
249808.9
best: 725853.9 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Defender
Score· 2020-03-30
677642.78
best: 993010 (CGP)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Robotank
Score· 2020-03-30
127.32
best: 131.13 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Name This Game
Score· 2020-03-30
54386.77
best: 157177.85 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Ice Hockey
Score· 2020-03-30
63.64
best: 481.9 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Berzerk
Score· 2020-03-30
61507.83
best: 197376 (Go-Explore)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Atlantis
Score· 2020-03-30
1528841.76
best: 3837300 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 River Raid
Score· 2020-03-30
63318.67
best: 323417.18 (MuZero)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Road Runner
Score· 2020-03-30
243025.8
best: 999999 (GDI-H3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350
Video GamesonAtari 2600 Up and Down
Score· 2020-03-30
623805.73
best: 986440 (GDI-I3)
Agent57: Outperforming the Atari Human Benchmark arXiv:2003.13350