Video Games on Atari 2600 Solaris

Metric: Score (higher is better)

LeaderboardDataset

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Results

#	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