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Models/DQN

DQN

Reported on 9 benchmarks across 3 tasks · 3 papers · 5 SOTA

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

Playing Games7 results

Video GamesonWolfenstein
Score· 2016-11-07
100
SOTA
Playing SNES in the Retro Learning Environment arXiv:1611.02205
Video GamesonViZDoom Basic Scenario
Average Score· 2016-05-06
82.2
SOTA
ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning arXiv:1605.02097
FPS GamesonViZDoom Basic Scenario
Average Score· 2016-05-06
82.2
SOTA
ViZDoom: A Doom-based AI Research Platform for Visual Reinforcement Learning arXiv:1605.02097
Video GamesonSuper Mario
Score· 2016-11-07
11765
best: 20030 (Dueling D-DQN)
Playing SNES in the Retro Learning Environment arXiv:1611.02205
Video GamesonF-Zero
Score· 2016-11-07
3116
best: 5161 (Dueling D-DQN)
Playing SNES in the Retro Learning Environment arXiv:1611.02205
Video GamesonMortal Kombat
Score· 2016-11-07
83733
best: 169300 (Dueling D-DQN)
Playing SNES in the Retro Learning Environment arXiv:1611.02205
Video GamesonGradius III
Score· 2016-11-07
7583
best: 16929 (Dueling D-DQN)
Playing SNES in the Retro Learning Environment arXiv:1611.02205

Reasoning2 results

Visual ReasoningonPHYRE-1B-Within
AUCCESS· 2019-08-15
77.6
best: 85.2 (RPIN)
SOTA
PHYRE: A New Benchmark for Physical Reasoning arXiv:1908.05656
Visual ReasoningonPHYRE-1B-Cross
AUCCESS· 2019-08-15
36.8
best: 42.2 (RPIN)
SOTA
PHYRE: A New Benchmark for Physical Reasoning arXiv:1908.05656