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SotA/Playing Games/Video Games/Atari 2600 Solaris

Video Games on Atari 2600 Solaris

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#Model↕Score▼Extra DataPaperDate↕Code
1Agent5744199.93NoAgent57: Outperforming the Atari Human Benchmark2020-03-30Code
2Go-Explore19671NoFirst return, then explore2020-04-27Code
3SND-STD12460NoSelf-supervised network distillation: an effecti...2023-02-22Code
4SND-VIC11865NoSelf-supervised network distillation: an effecti...2023-02-22Code
5SND-V11582NoSelf-supervised network distillation: an effecti...2023-02-22Code
6GDI-I311074NoGeneralized Data Distribution Iteration2022-06-07-
7GDI-I311074NoGeneralized Data Distribution Iteration2022-06-07-
8GDI-H39105NoGeneralized Data Distribution Iteration2022-06-07-
9CGP8324NoEvolving simple programs for playing Atari games2018-06-14Code
10IQN8007NoImplicit Quantile Networks for Distributional Re...2018-06-14Code
11QR-DQN-16740NoDistributional Reinforcement Learning with Quant...2017-10-27Code
12NoisyNet-Dueling6522NoNoisy Networks for Exploration2017-06-30Code
13MuZero (Res2 Adam)5132.95NoOnline and Offline Reinforcement Learning by Pla...2021-04-13Code
14Advantage Learning4785.16NoIncreasing the Action Gap: New Operators for Rei...2015-12-15Code
15R2D23787.2No--Code
16ASL DDQN3506.8NoTrain a Real-world Local Path Planner in One Hou...2023-05-07Code
17RND3282NoExploration by Random Network Distillation2018-10-30Code
18Ape-X2892.9NoDistributed Prioritized Experience Replay2018-03-02Code
19IMPALA (deep)2365NoIMPALA: Scalable Distributed Deep-RL with Import...2018-02-05Code
20DQNMMCe2244.6NoCount-Based Exploration with the Successor Repre...2018-07-31Code
21DNA2225NoDNA: Proximal Policy Optimization with a Dual Ne...2022-06-20Code
22DreamerV2922NoMastering Atari with Discrete World Models2020-10-05Code
23MuZero56.62NoMastering Atari, Go, Chess and Shogi by Planning...2019-11-19Code