Self-supervised network distillation: an effective approach to exploration in sparse reward environments

Benchmark Model Rank Results
atari-games-on-atari-2600-gravitarSND-VIC#5Score: 6712
atari-games-on-atari-2600-gravitarSND-STD#7Score: 4643
atari-games-on-atari-2600-gravitarSND-V#11Score: 2741
atari-games-on-atari-2600-montezumas-revengeSND-V#3Score: 21565
atari-games-on-atari-2600-montezumas-revengeSND-VIC#6Score: 7838
atari-games-on-atari-2600-montezumas-revengeSND-STD#7Score: 7212
atari-games-on-atari-2600-pitfallSND-V#15Score: 0
atari-games-on-atari-2600-pitfallSND-VIC#16Score: 0
atari-games-on-atari-2600-private-eyeSND-VIC#3Score: 17313
atari-games-on-atari-2600-private-eyeSND-STD#6Score: 15089
atari-games-on-atari-2600-private-eyeSND-V#12Score: 4213
atari-games-on-atari-2600-solarisSND-STD#3Score: 12460
atari-games-on-atari-2600-solarisSND-VIC#4Score: 11865
atari-games-on-atari-2600-solarisSND-V#5Score: 11582
atari-games-on-atari-2600-ventureSND-VIC#3Score: 2188
atari-games-on-atari-2600-ventureSND-STD#4Score: 2138
atari-games-on-atari-2600-ventureSND-V#8Score: 1787