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SOTA Offline In-Context Reinforcement Learning benchmarks and papers with code | Wizwand
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Offline In-Context Reinforcement Learning
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
XLand-MiniGrid tiny (test)
IC-IQL
NAUC
46
4
7d ago
K2D13-1000-5 (complete)
IC-IQL
NAUC
93
4
7d ago
K2D13-1000-1 (complete)
IC-IQL
NAUC
87
4
7d ago
K2D13-500-5 (complete)
IC-IQL
NAUC
92
4
7d ago
K2D13-500-1 (complete)
IC-CQL
NAUC
83
4
7d ago
K2D13-250-5 (complete)
IC-IQL
NAUC Score
85
4
7d ago
K2D13-250-1 (complete)
IC-IQL
NAUC
55
4
7d ago
K2D9-1000-5 (complete)
IC-IQL
NAUC
96
4
7d ago
K2D9-1000-1 (complete)
IC-IQL
NAUC
0.94
4
7d ago
K2D9-500-5 (complete)
IC-IQL
NAUC
94
4
7d ago
K2D9-500-1 (complete)
IC-CQL
NAUC
87
4
7d ago
K2D9-250-5 (complete)
IC-IQL
NAUC
86
4
7d ago
K2D9-250-1 (complete)
IC-IQL
NAUC
67
4
7d ago
DR19-300-5 (complete)
IC-DQN
NAUC
82
4
7d ago
DR19-300-1 (complete)
IC-DQN
NAUC
47
4
7d ago
DR19-150-5 (complete)
IC-DQN
NAUC
64
4
7d ago
DR19-150-1 (complete)
IC-DQN
NAUC
31
4
7d ago
DR19-75-5 (complete)
IC-DQN
NAUC
0.39
4
7d ago
DR19-75-1 (complete)
IC-CQL
NAUC
0.18
4
7d ago
DR9-70-5 (complete)
IC-IQL
NAUC
79
4
7d ago
DR9-70-1 (complete)
IC-CQL
NAUC
62
4
7d ago
DR9-40-5 (complete)
IC-CQL
NAUC
54
4
7d ago
DR9-40-1 (complete)
AD
NAUC
43
4
7d ago
DR9-20-5 (complete)
AD
NAUC
35
4
7d ago
DR9-20-1 (complete)
AD
NAUC
32
4
7d ago
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