HyperAI

Atari Games On Atari 2600 Amidar

Metrics

Score

Results

Performance results of various models on this benchmark

Comparison Table
Model NameScore
value-prediction-network641
recurrent-experience-replay-in-distributed29321.4
asynchronous-methods-for-deep-reinforcement283.9
generalized-data-distribution-iteration1442
curl-contrastive-unsupervised-representations232.3
mastering-atari-with-discrete-world-models-12577
human-level-control-through-deep739.5
distributed-prioritized-experience-replay8659.2
dueling-network-architectures-for-deep238.4
deep-reinforcement-learning-with-double-q238.4
policy-optimization-with-penalized-point729.15
deep-reinforcement-learning-with-double-q978.0
improving-computational-efficiency-in-visual250.5
self-imitation-learning1362
the-reactor-a-fast-and-sample-efficient-actor1015.8
a-distributional-perspective-on-reinforcement1735.0
train-a-real-world-local-path-planner-in-one2232.3
agent57-outperforming-the-atari-human29660.08
distributional-reinforcement-learning-with-11641
increasing-the-action-gap-new-operators-for1451.65
increasing-the-action-gap-new-operators-for1557.43
dueling-network-architectures-for-deep1793.3
the-arcade-learning-environment-an-evaluation180.3
deep-reinforcement-learning-with-double-q169.1
soft-actor-critic-for-discrete-action7.9
implicit-quantile-networks-for-distributional2946
the-arcade-learning-environment-an-evaluation103.4
deep-reinforcement-learning-with-double-q178.4
dueling-network-architectures-for-deep172.7
dueling-network-architectures-for-deep2354.5
massively-parallel-methods-for-deep189.2
noisy-networks-for-exploration3537
dna-proximal-policy-optimization-with-a-dual1025
impala-scalable-distributed-deep-rl-with1554.79
fully-parameterized-quantile-function-for3165.3
asynchronous-methods-for-deep-reinforcement173.0
learning-values-across-many-orders-of782.5
asynchronous-methods-for-deep-reinforcement263.9
dueling-network-architectures-for-deep2296.8
evolving-simple-programs-for-playing-atari199
prioritized-experience-replay129.1
generalized-data-distribution-iteration1065
prioritized-experience-replay1838.9
online-and-offline-reinforcement-learning-by1197.38
evolution-strategies-as-a-scalable112.0
Model 46183.6
deep-exploration-via-bootstrapped-dqn1272.5
mastering-atari-go-chess-and-shogi-by28634.39