HyperAI超神经

Atari Games On Atari 2600 Chopper Command

评估指标

Score

评测结果

各个模型在此基准测试上的表现结果

比较表格
模型名称Score
self-imitation-learning6710
increasing-the-action-gap-new-operators-for5431.36
gdi-rethinking-what-makes-reinforcement999999
evolving-simple-programs-for-playing-atari3580
prioritized-experience-replay4635.0
noisy-networks-for-exploration11477
recurrent-experience-replay-in-distributed986652.0
policy-optimization-with-penalized-point6308.33
distributed-prioritized-experience-replay721851
deep-reinforcement-learning-with-double-q6126.0
deep-reinforcement-learning-with-double-q8058.0
deep-reinforcement-learning-with-double-q5017.0
mastering-atari-go-chess-and-shogi-by991039.70
implicit-quantile-networks-for-distributional16836
massively-parallel-methods-for-deep3191.8
the-reactor-a-fast-and-sample-efficient-actor107779.0
dna-proximal-policy-optimization-with-a-dual31181
fully-parameterized-quantile-function-for876460.0
asynchronous-methods-for-deep-reinforcement10150.0
a-distributional-perspective-on-reinforcement15600.0
increasing-the-action-gap-new-operators-for5734.93
dueling-network-architectures-for-deep11215.0
mastering-atari-with-discrete-world-models-12861
agent57-outperforming-the-atari-human999900
online-and-offline-reinforcement-learning-by5989.55
prioritized-experience-replay8600.0
learning-values-across-many-orders-of775.0
asynchronous-methods-for-deep-reinforcement4669.0
distributional-reinforcement-learning-with-114667
generalized-data-distribution-iteration999999
asynchronous-methods-for-deep-reinforcement7021.0
generalized-data-distribution-iteration999999
deep-reinforcement-learning-with-double-q3495.0
impala-scalable-distributed-deep-rl-with28255.00
human-level-control-through-deep6687.0
train-a-real-world-local-path-planner-in-one15071
deep-exploration-via-bootstrapped-dqn4100
dueling-network-architectures-for-deep5809.0
the-arcade-learning-environment-an-evaluation34018.8
curl-contrastive-unsupervised-representations1198
evolution-strategies-as-a-scalable3710.0
the-arcade-learning-environment-an-evaluation1581.5
dueling-network-architectures-for-deep13185.0
模型 4416.9
dueling-network-architectures-for-deep3784.0