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Atari Games On Atari 2600 Kangaroo

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Score

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이 벤치마크에서 각 모델의 성능 결과

비교 표
모델 이름Score
noisy-networks-for-exploration15227
distributional-reinforcement-learning-with-115356
gdi-rethinking-what-makes-reinforcement14500
distributed-prioritized-experience-replay1416
mastering-atari-go-chess-and-shogi-by16763.60
deep-reinforcement-learning-with-double-q4496.0
human-level-control-through-deep6740.0
online-and-offline-reinforcement-learning-by13838
increasing-the-action-gap-new-operators-for10809.16
implicit-quantile-networks-for-distributional15487
prioritized-experience-replay16200.0
dueling-network-architectures-for-deep1792.0
agent57-outperforming-the-atari-human24034.16
train-a-real-world-local-path-planner-in-one13027
모델 158.8
asynchronous-methods-for-deep-reinforcement94.0
evolution-strategies-as-a-scalable11200.0
deep-reinforcement-learning-with-double-q11204.0
dueling-network-architectures-for-deep12992.0
asynchronous-methods-for-deep-reinforcement106.0
recurrent-rational-networks2941
the-arcade-learning-environment-an-evaluation1622.1
policy-optimization-with-penalized-point3891.67
evolving-simple-programs-for-playing-atari1400
the-arcade-learning-environment-an-evaluation1990
a-distributional-perspective-on-reinforcement12853.0
mastering-atari-with-discrete-world-models-114064
generalized-data-distribution-iteration14636
playing-atari-with-six-neurons1200
deep-exploration-via-bootstrapped-dqn14862.5
dna-proximal-policy-optimization-with-a-dual14373
curl-contrastive-unsupervised-representations345.3
dueling-network-architectures-for-deep10334.0
recurrent-rational-networks5266
impala-scalable-distributed-deep-rl-with1632.00
massively-parallel-methods-for-deep1431.0
self-imitation-learning2888.3
asynchronous-methods-for-deep-reinforcement125.0
learning-values-across-many-orders-of13150.0
deep-reinforcement-learning-with-double-q861.0
prioritized-experience-replay12185.0
recurrent-experience-replay-in-distributed14130.7
deep-reinforcement-learning-with-double-q7259.0
generalized-data-distribution-iteration14500
soft-actor-critic-for-discrete-action29.3
increasing-the-action-gap-new-operators-for11478.46
dueling-network-architectures-for-deep14854.0