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Models/DDQN (tuned) noop

DDQN (tuned) noop

Reported on 98 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Playing Games98 results

Atari GamesonAtari 2600 Breakout
Score· 2015-11-20
418.5
best: 864 (GDI-H3(200M frames))
SOTA
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Breakout
Score· 2015-11-20
418.5
best: 864 (GDI-H3(200M frames))
SOTA
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Boxing
Score· 2015-11-20
91.6
best: 100 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Double Dunk
Score· 2015-11-20
-5.5
best: 24 (UCT)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Ms. Pacman
Score· 2015-11-20
2711.4
best: 243401.1 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Centipede
Score· 2015-11-20
5409.4
best: 1422628 (Go-Explore)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Tutankham
Score· 2015-11-20
218.4
best: 2354.91 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Freeway
Score· 2015-11-20
33.3
best: 34 (TRPO-hash)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Pong
Score· 2015-11-20
20.9
best: 21 (Duel noop)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Enduro
Score· 2015-11-20
1211.8
best: 14330 (GDI-I3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Krull
Score· 2015-11-20
7920.5
best: 594540 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Frostbite
Score· 2015-11-20
1683.3
best: 631378.53 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Gopher
Score· 2015-11-20
14840.8
best: 488830 (GDI-I3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Space Invaders
Score· 2015-11-20
2525.5
best: 154380 (GDI-H3(200M frames))
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 James Bond
Score· 2015-11-20
1358
best: 620780 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Amidar
Score· 2015-11-20
1793.3
best: 29660.08 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Tennis
Score· 2015-11-20
-22.8
best: 24 (GDI-I3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Crazy Climber
Score· 2015-11-20
117282
best: 565909.85 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Asteroids
Score· 2015-11-20
734.7
best: 760005 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Gravitar
Score· 2015-11-20
412
best: 19213.96 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Time Pilot
Score· 2015-11-20
8339
best: 476763.9 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Demon Attack
Score· 2015-11-20
58044.2
best: 787985 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Battle Zone
Score· 2015-11-20
31700
best: 934134.88 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Beam Rider
Score· 2015-11-20
13772.8
best: 454993.53 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Asterix
Score· 2015-11-20
17356.5
best: 999999 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Kung-Fu Master
Score· 2015-11-20
29710
best: 1666665 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Bowling
Score· 2015-11-20
68.1
best: 260.13 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Kangaroo
Score· 2015-11-20
12992
best: 24034.16 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Assault
Score· 2015-11-20
5393.2
best: 143972.03 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Alien
Score· 2015-11-20
3747.7
best: 741812.63 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Fishing Derby
Score· 2015-11-20
15.5
best: 91.16 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Seaquest
Score· 2015-11-20
16452.7
best: 1000000 (GDI-H3(200M frames))
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Chopper Command
Score· 2015-11-20
5809
best: 999999 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Video Pinball
Score· 2015-11-20
309941.9
best: 999383.2 (R2D2)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Wizard of Wor
Score· 2015-11-20
7492
best: 197126 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Zaxxon
Score· 2015-11-20
10163
best: 725853.9 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Robotank
Score· 2015-11-20
65.1
best: 131.13 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Name This Game
Score· 2015-11-20
10616
best: 157177.85 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Star Gunner
Score· 2015-11-20
60142
best: 839573.53 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Ice Hockey
Score· 2015-11-20
-2.7
best: 481.9 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Berzerk
Score· 2015-11-20
1225.4
best: 197376 (Go-Explore)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Atlantis
Score· 2015-11-20
106056
best: 3837300 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 HERO
Score· 2015-11-20
20130.2
best: 114736.26 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Bank Heist
Score· 2015-11-20
1030.6
best: 27219.8 (MuZero (Res2 Adam))
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Venture
Score· 2015-11-20
98
best: 2623.71 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Private Eye
Score· 2015-11-20
129.7
best: 95756 (Go-Explore)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Q*Bert
Score· 2015-11-20
15088.5
best: 580328.14 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 River Raid
Score· 2015-11-20
14884.5
best: 323417.18 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Road Runner
Score· 2015-11-20
44127
best: 999999 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Up and Down
Score· 2015-11-20
22972.2
best: 986440 (GDI-I3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Boxing
Score· 2015-11-20
91.6
best: 100 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Double Dunk
Score· 2015-11-20
-5.5
best: 24 (UCT)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Ms. Pacman
Score· 2015-11-20
2711.4
best: 243401.1 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Centipede
Score· 2015-11-20
5409.4
best: 1422628 (Go-Explore)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Tutankham
Score· 2015-11-20
218.4
best: 2354.91 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Freeway
Score· 2015-11-20
33.3
best: 34 (TRPO-hash)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Pong
Score· 2015-11-20
20.9
best: 21 (Duel noop)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Enduro
Score· 2015-11-20
1211.8
best: 14330 (GDI-I3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Krull
Score· 2015-11-20
7920.5
best: 594540 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Frostbite
Score· 2015-11-20
1683.3
best: 631378.53 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Gopher
Score· 2015-11-20
14840.8
best: 488830 (GDI-I3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Space Invaders
Score· 2015-11-20
2525.5
best: 154380 (GDI-H3(200M frames))
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 James Bond
Score· 2015-11-20
1358
best: 620780 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Amidar
Score· 2015-11-20
1793.3
best: 29660.08 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Tennis
Score· 2015-11-20
-22.8
best: 24 (GDI-I3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Crazy Climber
Score· 2015-11-20
117282
best: 565909.85 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Asteroids
Score· 2015-11-20
734.7
best: 760005 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Gravitar
Score· 2015-11-20
412
best: 19213.96 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Time Pilot
Score· 2015-11-20
8339
best: 476763.9 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Demon Attack
Score· 2015-11-20
58044.2
best: 787985 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Battle Zone
Score· 2015-11-20
31700
best: 934134.88 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Beam Rider
Score· 2015-11-20
13772.8
best: 454993.53 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Asterix
Score· 2015-11-20
17356.5
best: 999999 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Kung-Fu Master
Score· 2015-11-20
29710
best: 1666665 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Bowling
Score· 2015-11-20
68.1
best: 260.13 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Kangaroo
Score· 2015-11-20
12992
best: 24034.16 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Assault
Score· 2015-11-20
5393.2
best: 143972.03 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Alien
Score· 2015-11-20
3747.7
best: 741812.63 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Fishing Derby
Score· 2015-11-20
15.5
best: 91.16 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Seaquest
Score· 2015-11-20
16452.7
best: 1000000 (GDI-H3(200M frames))
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Chopper Command
Score· 2015-11-20
5809
best: 999999 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Video Pinball
Score· 2015-11-20
309941.9
best: 999383.2 (R2D2)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Wizard of Wor
Score· 2015-11-20
7492
best: 197126 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Zaxxon
Score· 2015-11-20
10163
best: 725853.9 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Robotank
Score· 2015-11-20
65.1
best: 131.13 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Name This Game
Score· 2015-11-20
10616
best: 157177.85 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Star Gunner
Score· 2015-11-20
60142
best: 839573.53 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Ice Hockey
Score· 2015-11-20
-2.7
best: 481.9 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Berzerk
Score· 2015-11-20
1225.4
best: 197376 (Go-Explore)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Atlantis
Score· 2015-11-20
106056
best: 3837300 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 HERO
Score· 2015-11-20
20130.2
best: 114736.26 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Bank Heist
Score· 2015-11-20
1030.6
best: 27219.8 (MuZero (Res2 Adam))
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Venture
Score· 2015-11-20
98
best: 2623.71 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Private Eye
Score· 2015-11-20
129.7
best: 95756 (Go-Explore)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Q*Bert
Score· 2015-11-20
15088.5
best: 580328.14 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 River Raid
Score· 2015-11-20
14884.5
best: 323417.18 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Road Runner
Score· 2015-11-20
44127
best: 999999 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Up and Down
Score· 2015-11-20
22972.2
best: 986440 (GDI-I3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581