HyperAI

Atari Games On Atari 2600 Time Pilot

Metrics

Score

Results

Performance results of various models on this benchmark

Comparison Table
Model NameScore
increasing-the-action-gap-new-operators-for8969.12
asynchronous-methods-for-deep-reinforcement12679.0
the-arcade-learning-environment-an-evaluation3741.2
generalized-data-distribution-iteration216770
noisy-networks-for-exploration17301
dueling-network-architectures-for-deep8339.0
dueling-network-architectures-for-deep11666.0
policy-optimization-with-penalized-point3770.33
human-level-control-through-deep5947.0
distributional-reinforcement-learning-with-110345
dna-proximal-policy-optimization-with-a-dual12774
recurrent-rational-networks17632
mastering-atari-go-chess-and-shogi-by476763.90
the-arcade-learning-environment-an-evaluation63854.5
evolution-strategies-as-a-scalable4970.0
playing-atari-with-six-neurons4600
deep-exploration-via-bootstrapped-dqn9079.4
recurrent-experience-replay-in-distributed445377.3
learning-values-across-many-orders-of4870.0
evolving-simple-programs-for-playing-atari12040
prioritized-experience-replay5963.0
dueling-network-architectures-for-deep7553.0
dueling-network-architectures-for-deep6601.0
online-and-offline-reinforcement-learning-by424011.16
prioritized-experience-replay9197.0
gdi-rethinking-what-makes-reinforcement216770
mastering-atari-with-discrete-world-models-137945
Model 2824.9
distributed-prioritized-experience-replay87085
agent57-outperforming-the-atari-human405425.31
implicit-quantile-networks-for-distributional12236
deep-reinforcement-learning-with-double-q4871.0
deep-reinforcement-learning-with-double-q4870.0
massively-parallel-methods-for-deep8267.8
self-imitation-learning10811.7
recurrent-rational-networks13261
deep-reinforcement-learning-with-double-q6608.0
deep-reinforcement-learning-with-double-q4786.0
asynchronous-methods-for-deep-reinforcement27202.0
a-distributional-perspective-on-reinforcement8329.0
train-a-real-world-local-path-planner-in-one12071
impala-scalable-distributed-deep-rl-with48481.50
asynchronous-methods-for-deep-reinforcement5825.0
generalized-data-distribution-iteration450810