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Atari Games On Atari 2600 Up And Down

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نتائج أداء النماذج المختلفة على هذا المعيار القياسي

جدول المقارنة
اسم النموذجScore
distributional-reinforcement-learning-with-171260
the-arcade-learning-environment-an-evaluation3532.7
evolution-strategies-as-a-scalable67974.0
soft-actor-critic-for-discrete-action250.7
deep-reinforcement-learning-with-double-q9989.9
implicit-quantile-networks-for-distributional88148
dueling-network-architectures-for-deep22972.2
asynchronous-methods-for-deep-reinforcement74705.7
mastering-atari-go-chess-and-shogi-by715545.61
policy-optimization-with-penalized-point242701.51
impala-scalable-distributed-deep-rl-with332546.75
human-level-control-through-deep8456.0
asynchronous-methods-for-deep-reinforcement54525.4
asynchronous-methods-for-deep-reinforcement105728.7
self-imitation-learning53314.6
mastering-atari-with-discrete-world-models-1653662
increasing-the-action-gap-new-operators-for13909.74
evolving-simple-programs-for-playing-atari14524
dueling-network-architectures-for-deep44939.6
recurrent-experience-replay-in-distributed589226.9
dueling-network-architectures-for-deep33879.1
train-a-real-world-local-path-planner-in-one25127.4
deep-exploration-via-bootstrapped-dqn26231
dna-proximal-policy-optimization-with-a-dual291934
deep-reinforcement-learning-with-double-q8038.5
a-distributional-perspective-on-reinforcement15612.0
prioritized-experience-replay16154.1
deep-reinforcement-learning-with-double-q22681.3
agent57-outperforming-the-atari-human623805.73
noisy-networks-for-exploration61326
gdi-rethinking-what-makes-reinforcement986440
distributed-prioritized-experience-replay401884.3
learning-values-across-many-orders-of22474.4
dueling-network-architectures-for-deep24759.2
the-arcade-learning-environment-an-evaluation74473.6
prioritized-experience-replay12157.4
massively-parallel-methods-for-deep8747.7
النموذج 382449.0
generalized-data-distribution-iteration986440
generalized-data-distribution-iteration966590
curl-contrastive-unsupervised-representations2735.2
deep-reinforcement-learning-with-double-q19086.9
recurrent-independent-mechanisms390000
online-and-offline-reinforcement-learning-by634898.18