Atari Games On Atari 2600 Name This Game

Metrics

Score

Results

Performance results of various models on this benchmark

		Paper Title	Repository
MuZero	157177.85	Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
MuZero (Res2 Adam)	101197.71	Online and Offline Reinforcement Learning by Planning with a Learned Model
R2D2	58182.7	Recurrent Experience Replay in Distributed Reinforcement Learning	-
Agent57	54386.77	Agent57: Outperforming the Atari Human Benchmark
GDI-H3	36296	Generalized Data Distribution Iteration	-
GDI-I3	34434	Generalized Data Distribution Iteration	-
GDI-I3	34434	GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning	-
Ape-X	25783.3	Distributed Prioritized Experience Replay
IQN	22682	Implicit Quantile Networks for Distributional Reinforcement Learning
QR-DQN-1	21890	Distributional Reinforcement Learning with Quantile Regression
IMPALA (deep)	21537.20	IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
DNA	20226	DNA: Proximal Policy Optimization with a Dual Network Architecture
ASL DDQN	16535.4	Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity
DDQN+Pop-Art noop	15851.2	Learning values across many orders of magnitude	-
Prior+Duel noop	15572.5	Dueling Network Architectures for Deep Reinforcement Learning
UCT	15410	The Arcade Learning Environment: An Evaluation Platform for General Agents
A2C + SIL	14958.2	Self-Imitation Learning
DreamerV2	14649	Mastering Atari with Discrete World Models
Prior+Duel hs	13637.9	Deep Reinforcement Learning with Double Q-learning
C51 noop	12542.0	A Distributional Perspective on Reinforcement Learning

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Atari Games On Atari 2600 Name This Game

Metrics

Results