HyperAI

Atari Games On Atari 2600 Star Gunner

Métriques

Score

Résultats

Résultats de performance de divers modèles sur ce benchmark

Tableau comparatif
Nom du modèleScore
prioritized-experience-replay63302.0
deep-exploration-via-bootstrapped-dqn55725
massively-parallel-methods-for-deep14919.2
gdi-rethinking-what-makes-reinforcement465750
human-level-control-through-deep9.4
increasing-the-action-gap-new-operators-for61353.59
policy-optimization-with-penalized-point48984
dueling-network-architectures-for-deep125117.0
generalized-data-distribution-iteration677590
asynchronous-methods-for-deep-reinforcement64393.0
a-distributional-perspective-on-reinforcement49095.0
human-level-control-through-deep57997.0
prioritized-experience-replay61582.0
mastering-atari-with-discrete-world-models-17800
recurrent-experience-replay-in-distributed717344.0
dueling-network-architectures-for-deep89238.0
learning-values-across-many-orders-of589.0
evolving-simple-programs-for-playing-atari2320
noisy-networks-for-exploration75867
self-imitation-learning31309.2
fully-parameterized-quantile-function-for131981.2
deep-reinforcement-learning-with-double-q58365.0
deep-reinforcement-learning-with-double-q54282.0
train-a-real-world-local-path-planner-in-one129140
impala-scalable-distributed-deep-rl-with200625.00
dueling-network-architectures-for-deep90804.0
dna-proximal-policy-optimization-with-a-dual104125
generalized-data-distribution-iteration465750
distributional-reinforcement-learning-with-177495
dueling-network-architectures-for-deep60142.0
mastering-atari-go-chess-and-shogi-by549271.70
agent57-outperforming-the-atari-human839573.53
the-arcade-learning-environment-an-evaluation1345
Modèle 3470000
evolution-strategies-as-a-scalable1470.0
deep-reinforcement-learning-with-double-q52970.0
the-arcade-learning-environment-an-evaluation1069.5
deep-reinforcement-learning-with-double-q127073.0
asynchronous-methods-for-deep-reinforcement164766.0
asynchronous-methods-for-deep-reinforcement138218.0
implicit-quantile-networks-for-distributional74677
distributed-prioritized-experience-replay434342.5
online-and-offline-reinforcement-learning-by154548.26