Tasks
SotA
Datasets
Papers
Methods
Submit
About
SotA
/
Playing Games
/
Atari Games
/
Atari 2600 Solaris
Atari Games on Atari 2600 Solaris
Metric: Score (higher is better)
Leaderboard
Dataset
Loading chart...
Results
Submit a result
Export CSV
Sort:
Score (best first)
Score (worst first)
Date (newest first)
Date (oldest first)
Model name (A→Z)
#
Model
↕
Score
▼
Extra Data
Paper
Date
↕
Code
1
Agent57
44199.93
No
Agent57: Outperforming the Atari Human Benchmark
2020-03-30
Code
2
Go-Explore
19671
No
First return, then explore
2020-04-27
Code
3
SND-STD
12460
No
Self-supervised network distillation: an effecti...
2023-02-22
Code
4
SND-VIC
11865
No
Self-supervised network distillation: an effecti...
2023-02-22
Code
5
SND-V
11582
No
Self-supervised network distillation: an effecti...
2023-02-22
Code
6
GDI-I3
11074
No
Generalized Data Distribution Iteration
2022-06-07
-
7
GDI-I3
11074
No
Generalized Data Distribution Iteration
2022-06-07
-
8
GDI-H3
9105
No
Generalized Data Distribution Iteration
2022-06-07
-
9
CGP
8324
No
Evolving simple programs for playing Atari games
2018-06-14
Code
10
IQN
8007
No
Implicit Quantile Networks for Distributional Re...
2018-06-14
Code
11
QR-DQN-1
6740
No
Distributional Reinforcement Learning with Quant...
2017-10-27
Code
12
NoisyNet-Dueling
6522
No
Noisy Networks for Exploration
2017-06-30
Code
13
MuZero (Res2 Adam)
5132.95
No
Online and Offline Reinforcement Learning by Pla...
2021-04-13
Code
14
Advantage Learning
4785.16
No
Increasing the Action Gap: New Operators for Rei...
2015-12-15
Code
15
R2D2
3787.2
No
-
-
Code
16
ASL DDQN
3506.8
No
Train a Real-world Local Path Planner in One Hou...
2023-05-07
Code
17
RND
3282
No
Exploration by Random Network Distillation
2018-10-30
Code
18
Ape-X
2892.9
No
Distributed Prioritized Experience Replay
2018-03-02
Code
19
IMPALA (deep)
2365
No
IMPALA: Scalable Distributed Deep-RL with Import...
2018-02-05
Code
20
DQNMMCe
2244.6
No
Count-Based Exploration with the Successor Repre...
2018-07-31
Code
21
DNA
2225
No
DNA: Proximal Policy Optimization with a Dual Ne...
2022-06-20
Code
22
DreamerV2
922
No
Mastering Atari with Discrete World Models
2020-10-05
Code
23
MuZero
56.62
No
Mastering Atari, Go, Chess and Shogi by Planning...
2019-11-19
Code
#1
Agent57
SOTA
44199.93
Score
· 2020-03-30
Agent57: Outperforming the Atari Human Benchmark
Code
#2
Go-Explore
19671
Score
· 2020-04-27
First return, then explore
Code
#3
SND-STD
12460
Score
· 2023-02-22
Self-supervised network distillation: an effective approach to exploration in sparse reward environments
Code
#4
SND-VIC
11865
Score
· 2023-02-22
Self-supervised network distillation: an effective approach to exploration in sparse reward environments
Code
#5
SND-V
11582
Score
· 2023-02-22
Self-supervised network distillation: an effective approach to exploration in sparse reward environments
Code
#6
GDI-I3
11074
Score
· 2022-06-07
Generalized Data Distribution Iteration
#7
GDI-I3
11074
Score
· 2022-06-07
Generalized Data Distribution Iteration
#8
GDI-H3
9105
Score
· 2022-06-07
Generalized Data Distribution Iteration
#9
CGP
SOTA
8324
Score
· 2018-06-14
Evolving simple programs for playing Atari games
Code
#10
IQN
8007
Score
· 2018-06-14
Implicit Quantile Networks for Distributional Reinforcement Learning
Code
#11
QR-DQN-1
SOTA
6740
Score
· 2017-10-27
Distributional Reinforcement Learning with Quantile Regression
Code
#12
NoisyNet-Dueling
SOTA
6522
Score
· 2017-06-30
Noisy Networks for Exploration
Code
#13
MuZero (Res2 Adam)
5132.95
Score
· 2021-04-13
Online and Offline Reinforcement Learning by Planning with a Learned Model
Code
#14
Advantage Learning
SOTA
4785.16
Score
· 2015-12-15
Increasing the Action Gap: New Operators for Reinforcement Learning
Code
#15
R2D2
3787.2
Score
No paper
Code
#16
ASL DDQN
3506.8
Score
· 2023-05-07
Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity
Code
#17
RND
3282
Score
· 2018-10-30
Exploration by Random Network Distillation
Code
#18
Ape-X
2892.9
Score
· 2018-03-02
Distributed Prioritized Experience Replay
Code
#19
IMPALA (deep)
2365
Score
· 2018-02-05
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
Code
#20
DQNMMCe
2244.6
Score
· 2018-07-31
Count-Based Exploration with the Successor Representation
Code
#21
DNA
2225
Score
· 2022-06-20
DNA: Proximal Policy Optimization with a Dual Network Architecture
Code
#22
DreamerV2
922
Score
· 2020-10-05
Mastering Atari with Discrete World Models
Code
#23
MuZero
56.62
Score
· 2019-11-19
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
Code