Atari Games On Atari 2600 Name This Game

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이 벤치마크에서 각 모델의 성능 결과

모델 이름	Score	Paper Title	Repository
Duel hs	11185.1	Dueling Network Architectures for Deep Reinforcement Learning
ES FF (1 hour) noop	4503.0	Evolution Strategies as a Scalable Alternative to Reinforcement Learning
Bootstrapped DQN	11501.1	Deep Exploration via Bootstrapped DQN
Prior+Duel noop	15572.5	Dueling Network Architectures for Deep Reinforcement Learning
GDI-H3	36296	Generalized Data Distribution Iteration	-
A2C + SIL	14958.2	Self-Imitation Learning
DQN noop	8207.8	Deep Reinforcement Learning with Double Q-learning
IMPALA (deep)	21537.20	IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
Nature DQN	7257.0	Human level control through deep reinforcement learning
QR-DQN-1	21890	Distributional Reinforcement Learning with Quantile Regression
SARSA	2247.0	-	-
Prior+Duel hs	13637.9	Deep Reinforcement Learning with Double Q-learning
GDI-I3	34434	Generalized Data Distribution Iteration	-
C51 noop	12542.0	A Distributional Perspective on Reinforcement Learning
ASL DDQN	16535.4	Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity	-
DDQN (tuned) hs	8960.3	Deep Reinforcement Learning with Double Q-learning
A3C LSTM hs	12093.7	Asynchronous Methods for Deep Reinforcement Learning
NoisyNet-Dueling	12211	Noisy Networks for Exploration
MuZero	157177.85	Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
A3C FF hs	10476.1	Asynchronous Methods for Deep Reinforcement Learning

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