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Models/DQN-CTS

DQN-CTS

Reported on 8 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Playing Games8 results

Atari GamesonAtari 2600 Freeway
Score· 2017-03-03
33
best: 34 (TRPO-hash)
Count-Based Exploration with Neural Density Models arXiv:1703.01310
Atari GamesonAtari 2600 Gravitar
Score· 2017-03-03
238
best: 19213.96 (Agent57)
Count-Based Exploration with Neural Density Models arXiv:1703.01310
Atari GamesonAtari 2600 Venture
Score· 2017-03-03
48
best: 2623.71 (Agent57)
Count-Based Exploration with Neural Density Models arXiv:1703.01310
Atari GamesonAtari 2600 Private Eye
Score· 2017-03-03
206
best: 95756 (Go-Explore)
Count-Based Exploration with Neural Density Models arXiv:1703.01310
Video GamesonAtari 2600 Freeway
Score· 2017-03-03
33
best: 34 (TRPO-hash)
Count-Based Exploration with Neural Density Models arXiv:1703.01310
Video GamesonAtari 2600 Gravitar
Score· 2017-03-03
238
best: 19213.96 (Agent57)
Count-Based Exploration with Neural Density Models arXiv:1703.01310
Video GamesonAtari 2600 Venture
Score· 2017-03-03
48
best: 2623.71 (Agent57)
Count-Based Exploration with Neural Density Models arXiv:1703.01310
Video GamesonAtari 2600 Private Eye
Score· 2017-03-03
206
best: 95756 (Go-Explore)
Count-Based Exploration with Neural Density Models arXiv:1703.01310