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Models/Persistent AL

Persistent AL

Reported on 80 benchmarks across 2 tasks · 1 paper · 10 SOTA

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

Playing Games80 results

Atari GamesonAtari 2600 Breakout
Score· 2015-12-15
431.89
best: 864 (GDI-H3(200M frames))
SOTA
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Elevator Action
Score· 2015-12-15
29100
SOTA
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Bowling
Score· 2015-12-15
71.59
best: 260.13 (MuZero)
SOTA
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Surround
Score· 2015-12-15
0.72
best: 10 (NoisyNet-Dueling)
SOTA
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Atlantis
Score· 2015-12-15
1465250
best: 3837300 (GDI-H3)
SOTA
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Breakout
Score· 2015-12-15
431.89
best: 864 (GDI-H3(200M frames))
SOTA
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Elevator Action
Score· 2015-12-15
29100
SOTA
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Bowling
Score· 2015-12-15
71.59
best: 260.13 (MuZero)
SOTA
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Surround
Score· 2015-12-15
0.72
best: 10 (NoisyNet-Dueling)
SOTA
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Atlantis
Score· 2015-12-15
1465250
best: 3837300 (GDI-H3)
SOTA
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Boxing
Score· 2015-12-15
94.3
best: 100 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Double Dunk
Score· 2015-12-15
-2.51
best: 24 (UCT)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Ms. Pacman
Score· 2015-12-15
3917.55
best: 243401.1 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Centipede
Score· 2015-12-15
4539.55
best: 1422628 (Go-Explore)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Freeway
Score· 2015-12-15
32.3
best: 34 (TRPO-hash)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Pong
Score· 2015-12-15
19.76
best: 21 (Duel noop)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Enduro
Score· 2015-12-15
1343.1
best: 14330 (GDI-I3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Krull
Score· 2015-12-15
8689.81
best: 594540 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Frostbite
Score· 2015-12-15
3248.96
best: 631378.53 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Montezuma's Revenge
Score· 2015-12-15
1.72
best: 43791 (Go-Explore)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Gopher
Score· 2015-12-15
10611.81
best: 488830 (GDI-I3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Space Invaders
Score· 2015-12-15
3277.59
best: 154380 (GDI-H3(200M frames))
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 James Bond
Score· 2015-12-15
772.09
best: 620780 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Amidar
Score· 2015-12-15
1451.65
best: 29660.08 (Agent57)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Crazy Climber
Score· 2015-12-15
130002.71
best: 565909.85 (Agent57)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Asteroids
Score· 2015-12-15
1673.52
best: 760005 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Gravitar
Score· 2015-12-15
446.92
best: 19213.96 (Agent57)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Demon Attack
Score· 2015-12-15
70908.17
best: 787985 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Battle Zone
Score· 2015-12-15
34583.07
best: 934134.88 (Agent57)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Phoenix
Score· 2015-12-15
14495.56
best: 959580 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Beam Rider
Score· 2015-12-15
13145.34
best: 454993.53 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Asterix
Score· 2015-12-15
19564.9
best: 999999 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Kung-Fu Master
Score· 2015-12-15
34650.91
best: 1666665 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Kangaroo
Score· 2015-12-15
11478.46
best: 24034.16 (Agent57)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Assault
Score· 2015-12-15
3304.33
best: 143972.03 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Alien
Score· 2015-12-15
5699.81
best: 741812.63 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Fishing Derby
Score· 2015-12-15
28.13
best: 91.16 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Seaquest
Score· 2015-12-15
13230.74
best: 1000000 (GDI-H3(200M frames))
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Chopper Command
Score· 2015-12-15
5734.93
best: 999999 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Defender
Score· 2015-12-15
32038.93
best: 993010 (CGP)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Name This Game
Score· 2015-12-15
10431.33
best: 157177.85 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Ice Hockey
Score· 2015-12-15
-0.25
best: 481.9 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Berzerk
Score· 2015-12-15
1328.25
best: 197376 (Go-Explore)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 HERO
Score· 2015-12-15
24175.79
best: 114736.26 (Agent57)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Atari GamesonAtari 2600 Bank Heist
Score· 2015-12-15
874.99
best: 27219.8 (MuZero (Res2 Adam))
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Boxing
Score· 2015-12-15
94.3
best: 100 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Double Dunk
Score· 2015-12-15
-2.51
best: 24 (UCT)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Ms. Pacman
Score· 2015-12-15
3917.55
best: 243401.1 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Centipede
Score· 2015-12-15
4539.55
best: 1422628 (Go-Explore)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Freeway
Score· 2015-12-15
32.3
best: 34 (TRPO-hash)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Pong
Score· 2015-12-15
19.76
best: 21 (Duel noop)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Enduro
Score· 2015-12-15
1343.1
best: 14330 (GDI-I3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Krull
Score· 2015-12-15
8689.81
best: 594540 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Frostbite
Score· 2015-12-15
3248.96
best: 631378.53 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Montezuma's Revenge
Score· 2015-12-15
1.72
best: 43791 (Go-Explore)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Gopher
Score· 2015-12-15
10611.81
best: 488830 (GDI-I3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Space Invaders
Score· 2015-12-15
3277.59
best: 154380 (GDI-H3(200M frames))
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 James Bond
Score· 2015-12-15
772.09
best: 620780 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Amidar
Score· 2015-12-15
1451.65
best: 29660.08 (Agent57)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Crazy Climber
Score· 2015-12-15
130002.71
best: 565909.85 (Agent57)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Asteroids
Score· 2015-12-15
1673.52
best: 760005 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Gravitar
Score· 2015-12-15
446.92
best: 19213.96 (Agent57)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Demon Attack
Score· 2015-12-15
70908.17
best: 787985 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Battle Zone
Score· 2015-12-15
34583.07
best: 934134.88 (Agent57)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Phoenix
Score· 2015-12-15
14495.56
best: 959580 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Beam Rider
Score· 2015-12-15
13145.34
best: 454993.53 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Asterix
Score· 2015-12-15
19564.9
best: 999999 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Kung-Fu Master
Score· 2015-12-15
34650.91
best: 1666665 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Kangaroo
Score· 2015-12-15
11478.46
best: 24034.16 (Agent57)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Assault
Score· 2015-12-15
3304.33
best: 143972.03 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Alien
Score· 2015-12-15
5699.81
best: 741812.63 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Fishing Derby
Score· 2015-12-15
28.13
best: 91.16 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Seaquest
Score· 2015-12-15
13230.74
best: 1000000 (GDI-H3(200M frames))
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Chopper Command
Score· 2015-12-15
5734.93
best: 999999 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Defender
Score· 2015-12-15
32038.93
best: 993010 (CGP)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Name This Game
Score· 2015-12-15
10431.33
best: 157177.85 (MuZero)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Ice Hockey
Score· 2015-12-15
-0.25
best: 481.9 (GDI-H3)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Berzerk
Score· 2015-12-15
1328.25
best: 197376 (Go-Explore)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 HERO
Score· 2015-12-15
24175.79
best: 114736.26 (Agent57)
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860
Video GamesonAtari 2600 Bank Heist
Score· 2015-12-15
874.99
best: 27219.8 (MuZero (Res2 Adam))
Increasing the Action Gap: New Operators for Reinforcement Learning arXiv:1512.04860