Prior+Duel hs

Reported on 104 benchmarks across 2 tasks · 2 papers · 28 SOTA

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

Playing Games112 results

Atari GamesonAtari 2600 Phoenix
Score· 2015-11-20
63597
best: 959580 (GDI-H3)
SOTA
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Phoenix
Score· 2015-11-20
63597
best: 959580 (GDI-H3)
SOTA
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Enduro
Score· 2015-09-22
2223.9
best: 14330 (GDI-I3)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Frostbite
Score· 2015-09-22
4038.4
best: 631378.53 (MuZero)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Gopher
Score· 2015-09-22
105148.4
best: 488830 (GDI-I3)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Space Invaders
Score· 2015-09-22
8978
best: 154380 (GDI-H3(200M frames))
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Crazy Climber
Score· 2015-09-22
127853
best: 565909.85 (Agent57)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Demon Attack
Score· 2015-09-22
73371.3
best: 787985 (GDI-H3)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Beam Rider
Score· 2015-09-22
37412.2
best: 454993.53 (MuZero)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Video Pinball
Score· 2015-09-22
447408.6
best: 999383.2 (R2D2)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Star Gunner
Score· 2015-09-22
127073
best: 839573.53 (Agent57)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Berzerk
Score· 2015-09-22
2178.6
best: 197376 (Go-Explore)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Bank Heist
Score· 2015-09-22
1004.6
best: 27219.8 (MuZero (Res2 Adam))
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 River Raid
Score· 2015-09-22
16496.8
best: 323417.18 (MuZero)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Road Runner
Score· 2015-09-22
54630
best: 999999 (GDI-H3)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Enduro
Score· 2015-09-22
2223.9
best: 14330 (GDI-I3)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Frostbite
Score· 2015-09-22
4038.4
best: 631378.53 (MuZero)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Gopher
Score· 2015-09-22
105148.4
best: 488830 (GDI-I3)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Space Invaders
Score· 2015-09-22
8978
best: 154380 (GDI-H3(200M frames))
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Crazy Climber
Score· 2015-09-22
127853
best: 565909.85 (Agent57)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Demon Attack
Score· 2015-09-22
73371.3
best: 787985 (GDI-H3)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Beam Rider
Score· 2015-09-22
37412.2
best: 454993.53 (MuZero)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Video Pinball
Score· 2015-09-22
447408.6
best: 999383.2 (R2D2)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Star Gunner
Score· 2015-09-22
127073
best: 839573.53 (Agent57)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Berzerk
Score· 2015-09-22
2178.6
best: 197376 (Go-Explore)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Bank Heist
Score· 2015-09-22
1004.6
best: 27219.8 (MuZero (Res2 Adam))
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 River Raid
Score· 2015-09-22
16496.8
best: 323417.18 (MuZero)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Road Runner
Score· 2015-09-22
54630
best: 999999 (GDI-H3)
SOTA
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Amidar
Score· 2015-11-20
238.4
best: 29660.08 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Amidar
Score· 2015-11-20
238.4
best: 29660.08 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Asterix
Score· 2015-11-20
364200
best: 999999 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Asterix
Score· 2015-11-20
364200
best: 999999 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Assault
Score· 2015-11-20
10950.6
best: 143972.03 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Assault
Score· 2015-11-20
10950.6
best: 143972.03 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Alien
Score· 2015-11-20
823.7
best: 741812.63 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Alien
Score· 2015-11-20
823.7
best: 741812.63 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Defender
Score· 2015-11-20
34415
best: 993010 (CGP)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Amidar
Score· 2015-11-20
238.4
best: 29660.08 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Amidar
Score· 2015-11-20
238.4
best: 29660.08 (Agent57)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Asterix
Score· 2015-11-20
364200
best: 999999 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Asterix
Score· 2015-11-20
364200
best: 999999 (GDI-H3)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Assault
Score· 2015-11-20
10950.6
best: 143972.03 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Assault
Score· 2015-11-20
10950.6
best: 143972.03 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Alien
Score· 2015-11-20
823.7
best: 741812.63 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Alien
Score· 2015-11-20
823.7
best: 741812.63 (MuZero)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Video GamesonAtari 2600 Defender
Score· 2015-11-20
34415
best: 993010 (CGP)
Dueling Network Architectures for Deep Reinforcement Learning arXiv:1511.06581
Atari GamesonAtari 2600 Boxing
Score· 2015-09-22
79.2
best: 100 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Double Dunk
Score· 2015-09-22
-10.7
best: 24 (UCT)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Ms. Pacman
Score· 2015-09-22
1007.8
best: 243401.1 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Centipede
Score· 2015-09-22
5570.2
best: 1422628 (Go-Explore)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Tutankham
Score· 2015-09-22
108.6
best: 2354.91 (Agent57)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Freeway
Score· 2015-09-22
28.2
best: 34 (TRPO-hash)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Pong
Score· 2015-09-22
18.4
best: 21 (Duel noop)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Krull
Score· 2015-09-22
7658.6
best: 594540 (GDI-H3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Breakout
Score· 2015-09-22
354.6
best: 864 (GDI-H3(200M frames))
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Montezuma's Revenge
Score· 2015-09-22
24
best: 43791 (Go-Explore)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 James Bond
Score· 2015-09-22
585
best: 620780 (GDI-H3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Tennis
Score· 2015-09-22
-13.2
best: 24 (GDI-I3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Asteroids
Score· 2015-09-22
1021.9
best: 760005 (GDI-H3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Gravitar
Score· 2015-09-22
167
best: 19213.96 (Agent57)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Time Pilot
Score· 2015-09-22
4871
best: 476763.9 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Battle Zone
Score· 2015-09-22
30650
best: 934134.88 (Agent57)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Kung-Fu Master
Score· 2015-09-22
37484
best: 1666665 (GDI-H3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Bowling
Score· 2015-09-22
50.4
best: 260.13 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Kangaroo
Score· 2015-09-22
861
best: 24034.16 (Agent57)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Fishing Derby
Score· 2015-09-22
17
best: 91.16 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Seaquest
Score· 2015-09-22
1431.2
best: 1000000 (GDI-H3(200M frames))
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Chopper Command
Score· 2015-09-22
8058
best: 999999 (GDI-H3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Wizard of Wor
Score· 2015-09-22
10471
best: 197126 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Zaxxon
Score· 2015-09-22
11320
best: 725853.9 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Robotank
Score· 2015-09-22
24.7
best: 131.13 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Name This Game
Score· 2015-09-22
13637.9
best: 157177.85 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Ice Hockey
Score· 2015-09-22
0.5
best: 481.9 (GDI-H3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Atlantis
Score· 2015-09-22
423252
best: 3837300 (GDI-H3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 HERO
Score· 2015-09-22
15459.2
best: 114736.26 (Agent57)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Venture
Score· 2015-09-22
29
best: 2623.71 (Agent57)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Private Eye
Score· 2015-09-22
1277.6
best: 95756 (Go-Explore)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Q*Bert
Score· 2015-09-22
14063
best: 580328.14 (Agent57)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Atari GamesonAtari 2600 Up and Down
Score· 2015-09-22
22681.3
best: 986440 (GDI-I3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Boxing
Score· 2015-09-22
79.2
best: 100 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Double Dunk
Score· 2015-09-22
-10.7
best: 24 (UCT)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Ms. Pacman
Score· 2015-09-22
1007.8
best: 243401.1 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Centipede
Score· 2015-09-22
5570.2
best: 1422628 (Go-Explore)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Tutankham
Score· 2015-09-22
108.6
best: 2354.91 (Agent57)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Freeway
Score· 2015-09-22
28.2
best: 34 (TRPO-hash)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Pong
Score· 2015-09-22
18.4
best: 21 (Duel noop)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Krull
Score· 2015-09-22
7658.6
best: 594540 (GDI-H3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Breakout
Score· 2015-09-22
354.6
best: 864 (GDI-H3(200M frames))
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Montezuma's Revenge
Score· 2015-09-22
24
best: 43791 (Go-Explore)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 James Bond
Score· 2015-09-22
585
best: 620780 (GDI-H3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Tennis
Score· 2015-09-22
-13.2
best: 24 (GDI-I3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Asteroids
Score· 2015-09-22
1021.9
best: 760005 (GDI-H3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Gravitar
Score· 2015-09-22
167
best: 19213.96 (Agent57)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Time Pilot
Score· 2015-09-22
4871
best: 476763.9 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Battle Zone
Score· 2015-09-22
30650
best: 934134.88 (Agent57)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Kung-Fu Master
Score· 2015-09-22
37484
best: 1666665 (GDI-H3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Bowling
Score· 2015-09-22
50.4
best: 260.13 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Kangaroo
Score· 2015-09-22
861
best: 24034.16 (Agent57)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Fishing Derby
Score· 2015-09-22
17
best: 91.16 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Seaquest
Score· 2015-09-22
1431.2
best: 1000000 (GDI-H3(200M frames))
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Chopper Command
Score· 2015-09-22
8058
best: 999999 (GDI-H3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Wizard of Wor
Score· 2015-09-22
10471
best: 197126 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Zaxxon
Score· 2015-09-22
11320
best: 725853.9 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Robotank
Score· 2015-09-22
24.7
best: 131.13 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Name This Game
Score· 2015-09-22
13637.9
best: 157177.85 (MuZero)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Ice Hockey
Score· 2015-09-22
0.5
best: 481.9 (GDI-H3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Atlantis
Score· 2015-09-22
423252
best: 3837300 (GDI-H3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 HERO
Score· 2015-09-22
15459.2
best: 114736.26 (Agent57)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Venture
Score· 2015-09-22
29
best: 2623.71 (Agent57)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Private Eye
Score· 2015-09-22
1277.6
best: 95756 (Go-Explore)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Q*Bert
Score· 2015-09-22
14063
best: 580328.14 (Agent57)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461
Video GamesonAtari 2600 Up and Down
Score· 2015-09-22
22681.3
best: 986440 (GDI-I3)
Deep Reinforcement Learning with Double Q-learning arXiv:1509.06461