NoisyNet-Dueling

Reported on 108 benchmarks across 2 tasks · 1 paper · 22 SOTA

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

Playing Games108 results

Atari GamesonAtari 2600 Skiing
Score· uses extra data· 2017-06-30
-7550
best: 0 (Best Learner)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Tutankham
Score· 2017-06-30
269
best: 2354.91 (Agent57)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Yars Revenge
Score· 2017-06-30
86101
best: 998532.37 (Agent57)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Amidar
Score· 2017-06-30
3537
best: 29660.08 (Agent57)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Asteroids
Score· 2017-06-30
86700
best: 760005 (GDI-H3)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Fishing Derby
Score· 2017-06-30
57
best: 91.16 (MuZero)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Solaris
Score· 2017-06-30
6522
best: 44199.93 (Agent57)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Surround
Score· 2017-06-30
10
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Video Pinball
Score· 2017-06-30
870954
best: 999383.2 (R2D2)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Q*Bert
Score· 2017-06-30
27121
best: 580328.14 (Agent57)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Road Runner
Score· 2017-06-30
234352
best: 999999 (GDI-H3)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Skiing
Score· uses extra data· 2017-06-30
-7550
best: 0 (Best Learner)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Tutankham
Score· 2017-06-30
269
best: 2354.91 (Agent57)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Yars Revenge
Score· 2017-06-30
86101
best: 998532.37 (Agent57)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Amidar
Score· 2017-06-30
3537
best: 29660.08 (Agent57)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Asteroids
Score· 2017-06-30
86700
best: 760005 (GDI-H3)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Fishing Derby
Score· 2017-06-30
57
best: 91.16 (MuZero)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Solaris
Score· 2017-06-30
6522
best: 44199.93 (Agent57)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Surround
Score· 2017-06-30
10
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Video Pinball
Score· 2017-06-30
870954
best: 999383.2 (R2D2)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Q*Bert
Score· 2017-06-30
27121
best: 580328.14 (Agent57)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Road Runner
Score· 2017-06-30
234352
best: 999999 (GDI-H3)
SOTA
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Boxing
Score· 2017-06-30
100
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Double Dunk
Score· 2017-06-30
1
best: 24 (UCT)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Ms. Pacman
Score· 2017-06-30
5546
best: 243401.1 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Centipede
Score· 2017-06-30
7596
best: 1422628 (Go-Explore)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Freeway
Score· 2017-06-30
34
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Pong
Score· 2017-06-30
21
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Enduro
Score· 2017-06-30
2013
best: 14330 (GDI-I3)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Krull
Score· 2017-06-30
10754
best: 594540 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Breakout
Score· 2017-06-30
263
best: 864 (GDI-H3(200M frames))
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Frostbite
Score· 2017-06-30
2923
best: 631378.53 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Montezuma's Revenge
Score· 2017-06-30
57
best: 43791 (Go-Explore)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Gopher
Score· 2017-06-30
38909
best: 488830 (GDI-I3)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Space Invaders
Score· 2017-06-30
5909
best: 154380 (GDI-H3(200M frames))
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Crazy Climber
Score· 2017-06-30
171171
best: 565909.85 (Agent57)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Gravitar
Score· 2017-06-30
2209
best: 19213.96 (Agent57)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Time Pilot
Score· 2017-06-30
17301
best: 476763.9 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Demon Attack
Score· 2017-06-30
69311
best: 787985 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Battle Zone
Score· 2017-06-30
52262
best: 934134.88 (Agent57)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Phoenix
Score· 2017-06-30
10379
best: 959580 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Beam Rider
Score· 2017-06-30
23134
best: 454993.53 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Asterix
Score· 2017-06-30
28350
best: 999999 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Kung-Fu Master
Score· 2017-06-30
41672
best: 1666665 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Kangaroo
Score· 2017-06-30
15227
best: 24034.16 (Agent57)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Assault
Score· 2017-06-30
11231
best: 143972.03 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Alien
Score· 2017-06-30
5778
best: 741812.63 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Seaquest
Score· 2017-06-30
16754
best: 1000000 (GDI-H3(200M frames))
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Chopper Command
Score· 2017-06-30
11477
best: 999999 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Wizard of Wor
Score· 2017-06-30
9149
best: 197126 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Zaxxon
Score· 2017-06-30
14874
best: 725853.9 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Defender
Score· 2017-06-30
42253
best: 993010 (CGP)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Robotank
Score· 2017-06-30
64
best: 131.13 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Name This Game
Score· 2017-06-30
12211
best: 157177.85 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Star Gunner
Score· 2017-06-30
75867
best: 839573.53 (Agent57)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Ice Hockey
Score· 2017-06-30
3
best: 481.9 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Berzerk
Score· 2017-06-30
1896
best: 197376 (Go-Explore)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Atlantis
Score· 2017-06-30
972175
best: 3837300 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 HERO
Score· 2017-06-30
31533
best: 114736.26 (Agent57)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Bank Heist
Score· 2017-06-30
1318
best: 27219.8 (MuZero (Res2 Adam))
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Venture
Score· 2017-06-30
815
best: 2623.71 (Agent57)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Private Eye
Score· 2017-06-30
279
best: 95756 (Go-Explore)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Up and Down
Score· 2017-06-30
61326
best: 986440 (GDI-I3)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Boxing
Score· 2017-06-30
100
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Double Dunk
Score· 2017-06-30
1
best: 24 (UCT)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Ms. Pacman
Score· 2017-06-30
5546
best: 243401.1 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Centipede
Score· 2017-06-30
7596
best: 1422628 (Go-Explore)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Freeway
Score· 2017-06-30
34
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Pong
Score· 2017-06-30
21
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Enduro
Score· 2017-06-30
2013
best: 14330 (GDI-I3)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Krull
Score· 2017-06-30
10754
best: 594540 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Breakout
Score· 2017-06-30
263
best: 864 (GDI-H3(200M frames))
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Frostbite
Score· 2017-06-30
2923
best: 631378.53 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Montezuma's Revenge
Score· 2017-06-30
57
best: 43791 (Go-Explore)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Gopher
Score· 2017-06-30
38909
best: 488830 (GDI-I3)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Space Invaders
Score· 2017-06-30
5909
best: 154380 (GDI-H3(200M frames))
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Crazy Climber
Score· 2017-06-30
171171
best: 565909.85 (Agent57)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Gravitar
Score· 2017-06-30
2209
best: 19213.96 (Agent57)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Time Pilot
Score· 2017-06-30
17301
best: 476763.9 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Demon Attack
Score· 2017-06-30
69311
best: 787985 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Battle Zone
Score· 2017-06-30
52262
best: 934134.88 (Agent57)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Phoenix
Score· 2017-06-30
10379
best: 959580 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Beam Rider
Score· 2017-06-30
23134
best: 454993.53 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Asterix
Score· 2017-06-30
28350
best: 999999 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Kung-Fu Master
Score· 2017-06-30
41672
best: 1666665 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Kangaroo
Score· 2017-06-30
15227
best: 24034.16 (Agent57)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Assault
Score· 2017-06-30
11231
best: 143972.03 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Alien
Score· 2017-06-30
5778
best: 741812.63 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Seaquest
Score· 2017-06-30
16754
best: 1000000 (GDI-H3(200M frames))
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Chopper Command
Score· 2017-06-30
11477
best: 999999 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Wizard of Wor
Score· 2017-06-30
9149
best: 197126 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Zaxxon
Score· 2017-06-30
14874
best: 725853.9 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Defender
Score· 2017-06-30
42253
best: 993010 (CGP)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Robotank
Score· 2017-06-30
64
best: 131.13 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Name This Game
Score· 2017-06-30
12211
best: 157177.85 (MuZero)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Star Gunner
Score· 2017-06-30
75867
best: 839573.53 (Agent57)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Ice Hockey
Score· 2017-06-30
3
best: 481.9 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Berzerk
Score· 2017-06-30
1896
best: 197376 (Go-Explore)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Atlantis
Score· 2017-06-30
972175
best: 3837300 (GDI-H3)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 HERO
Score· 2017-06-30
31533
best: 114736.26 (Agent57)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Bank Heist
Score· 2017-06-30
1318
best: 27219.8 (MuZero (Res2 Adam))
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Venture
Score· 2017-06-30
815
best: 2623.71 (Agent57)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Private Eye
Score· 2017-06-30
279
best: 95756 (Go-Explore)
Noisy Networks for Exploration arXiv:1706.10295
Video GamesonAtari 2600 Up and Down
Score· 2017-06-30
61326
best: 986440 (GDI-I3)
Noisy Networks for Exploration arXiv:1706.10295
Atari GamesonAtari 2600 Tennis
Score
0
best: 24 (GDI-I3)
Atari GamesonAtari 2600 Pitfall!
Score
0
best: 102571 (Go-Explore)
Video GamesonAtari 2600 Tennis
Score
0
best: 24 (GDI-I3)
Video GamesonAtari 2600 Pitfall!
Score
0
best: 102571 (Go-Explore)