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Atari 2600 Phoenix
Atari Games on Atari 2600 Phoenix
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#
Model
↕
Score
▼
Extra Data
Paper
Date
↕
Code
1
GDI-H3
959580
No
Generalized Data Distribution Iteration
2022-06-07
-
2
MuZero
955137.84
No
Mastering Atari, Go, Chess and Shogi by Planning...
2019-11-19
Code
3
Agent57
908264.15
No
Agent57: Outperforming the Atari Human Benchmark
2020-03-30
Code
4
GDI-I3
894460
No
Generalized Data Distribution Iteration
2022-06-07
-
5
GDI-I3
894460
No
Generalized Data Distribution Iteration
2022-06-07
-
6
R2D2
864020
No
-
-
Code
7
MuZero (Res2 Adam)
815728.7
No
Online and Offline Reinforcement Learning by Pla...
2021-04-13
Code
8
DNA
391085
No
DNA: Proximal Policy Optimization with a Dual Ne...
2022-06-20
Code
9
Ape-X
224491.1
No
Distributed Prioritized Experience Replay
2018-03-02
Code
10
IMPALA (deep)
210996.45
No
IMPALA: Scalable Distributed Deep-RL with Import...
2018-02-05
Code
11
FQF
174077.5
No
Fully Parameterized Quantile Function for Distri...
2019-11-05
Code
12
ASL DDQN
71752.6
No
Train a Real-world Local Path Planner in One Hou...
2023-05-07
Code
13
Prior+Duel hs
63597
No
Dueling Network Architectures for Deep Reinforce...
2015-11-20
Code
14
IQN
56599
No
Implicit Quantile Networks for Distributional Re...
2018-06-14
Code
15
DreamerV2
49375
No
Mastering Atari with Discrete World Models
2020-10-05
Code
16
Advantage Learning
22038.27
No
Increasing the Action Gap: New Operators for Rei...
2015-12-15
Code
17
QR-DQN-1
16585
No
Distributional Reinforcement Learning with Quant...
2017-10-27
Code
18
Persistent AL
14495.56
No
Increasing the Action Gap: New Operators for Rei...
2015-12-15
Code
19
NoisyNet-Dueling
10379
No
Noisy Networks for Exploration
2017-06-30
Code
20
CGP
7520
No
Evolving simple programs for playing Atari games
2018-06-14
Code
21
IDVQ + DRSC + XNES
4600
No
Playing Atari with Six Neurons
2018-06-04
Code
#1
GDI-H3
SOTA
959580
Score
· 2022-06-07
Generalized Data Distribution Iteration
#2
MuZero
SOTA
955137.84
Score
· 2019-11-19
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
Code
#3
Agent57
908264.15
Score
· 2020-03-30
Agent57: Outperforming the Atari Human Benchmark
Code
#4
GDI-I3
894460
Score
· 2022-06-07
Generalized Data Distribution Iteration
#5
GDI-I3
894460
Score
· 2022-06-07
Generalized Data Distribution Iteration
#6
R2D2
864020
Score
No paper
Code
#7
MuZero (Res2 Adam)
815728.7
Score
· 2021-04-13
Online and Offline Reinforcement Learning by Planning with a Learned Model
Code
#8
DNA
391085
Score
· 2022-06-20
DNA: Proximal Policy Optimization with a Dual Network Architecture
Code
#9
Ape-X
SOTA
224491.1
Score
· 2018-03-02
Distributed Prioritized Experience Replay
Code
#10
IMPALA (deep)
SOTA
210996.45
Score
· 2018-02-05
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
Code
#11
FQF
174077.5
Score
· 2019-11-05
Fully Parameterized Quantile Function for Distributional Reinforcement Learning
Code
#12
ASL DDQN
71752.6
Score
· 2023-05-07
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity
Code
#13
Prior+Duel hs
SOTA
63597
Score
· 2015-11-20
Dueling Network Architectures for Deep Reinforcement Learning
Code
#14
IQN
56599
Score
· 2018-06-14
Implicit Quantile Networks for Distributional Reinforcement Learning
Code
#15
DreamerV2
49375
Score
· 2020-10-05
Mastering Atari with Discrete World Models
Code
#16
Advantage Learning
22038.27
Score
· 2015-12-15
Increasing the Action Gap: New Operators for Reinforcement Learning
Code
#17
QR-DQN-1
16585
Score
· 2017-10-27
Distributional Reinforcement Learning with Quantile Regression
Code
#18
Persistent AL
14495.56
Score
· 2015-12-15
Increasing the Action Gap: New Operators for Reinforcement Learning
Code
#19
NoisyNet-Dueling
10379
Score
· 2017-06-30
Noisy Networks for Exploration
Code
#20
CGP
7520
Score
· 2018-06-14
Evolving simple programs for playing Atari games
Code
#21
IDVQ + DRSC + XNES
4600
Score
· 2018-06-04
Playing Atari with Six Neurons
Code