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Models/MFEC

MFEC

Reported on 24 benchmarks across 2 tasks · 1 paper · 12 SOTA

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

Playing Games24 results

Atari GamesonAtari 2600 Ms. Pacman
Best Score· 2020-08-21
11301
SOTA
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Atari GamesonAtari 2600 Frostbite
Best Score· 2020-08-21
4020
SOTA
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Atari GamesonAtari 2600 Space Invaders
Best Score· 2020-08-21
2490
SOTA
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Atari GamesonAtari 2600 HERO
Best Score· 2020-08-21
13190
SOTA
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Atari GamesonAtari 2600 Q*Bert
Best Score· 2020-08-21
19750
SOTA
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Atari GamesonAtari 2600 River Raid
Best Score· 2020-08-21
5080
SOTA
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Video GamesonAtari 2600 Ms. Pacman
Best Score· 2020-08-21
11301
SOTA
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Video GamesonAtari 2600 Frostbite
Best Score· 2020-08-21
4020
SOTA
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Video GamesonAtari 2600 Space Invaders
Best Score· 2020-08-21
2490
SOTA
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Video GamesonAtari 2600 HERO
Best Score· 2020-08-21
13190
SOTA
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Video GamesonAtari 2600 Q*Bert
Best Score· 2020-08-21
19750
SOTA
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Video GamesonAtari 2600 River Raid
Best Score· 2020-08-21
5080
SOTA
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Atari GamesonAtari 2600 Ms. Pacman
Score· 2020-08-21
8530.4004
best: 243401.1 (MuZero)
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Atari GamesonAtari 2600 Frostbite
Score· 2020-08-21
2394
best: 631378.53 (MuZero)
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Atari GamesonAtari 2600 Space Invaders
Score· 2020-08-21
1990
best: 154380 (GDI-H3(200M frames))
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Atari GamesonAtari 2600 HERO
Score· 2020-08-21
11732
best: 114736.26 (Agent57)
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Atari GamesonAtari 2600 Q*Bert
Score· 2020-08-21
14135
best: 580328.14 (Agent57)
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Atari GamesonAtari 2600 River Raid
Score· 2020-08-21
3868
best: 323417.18 (MuZero)
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Video GamesonAtari 2600 Ms. Pacman
Score· 2020-08-21
8530.4004
best: 243401.1 (MuZero)
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Video GamesonAtari 2600 Frostbite
Score· 2020-08-21
2394
best: 631378.53 (MuZero)
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Video GamesonAtari 2600 Space Invaders
Score· 2020-08-21
1990
best: 154380 (GDI-H3(200M frames))
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Video GamesonAtari 2600 HERO
Score· 2020-08-21
11732
best: 114736.26 (Agent57)
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Video GamesonAtari 2600 Q*Bert
Score· 2020-08-21
14135
best: 580328.14 (Agent57)
Model-Free Episodic Control with State Aggregation arXiv:2008.09685
Video GamesonAtari 2600 River Raid
Score· 2020-08-21
3868
best: 323417.18 (MuZero)
Model-Free Episodic Control with State Aggregation arXiv:2008.09685