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Benchmarks
Decision Making under Imperfect Recall on 61 aggregate benchmark instances (Sim, Det, and Rand)
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73.8
Utility (% of Best)
PRM
34.592
44.771
54.95
65.129
Feb 16, 2026
Utility (% of Best)
Utility Avg Rank
Convergence % Reached
Convergence (% of Best)
Convergence Avg Rank
Updated 4d ago
Evaluation Results
Method
Method
Links
Utility (% of Best)
Utility Avg Rank
Convergence % Reached
Convergence (% of Best)
Convergence Avg Rank
PRM
2026.02
73.8
3.79
78.7
18
4.24
RM
2026.02
70.5
3.93
83.6
29.5
2.8
RM+
2026.02
70.5
3.79
90.2
21.3
2.7
PRM+
2026.02
70.5
3.81
80.3
18
3.99
AMS
hyperparameter combina...
2026.02
60.7
4.16
98.4
37.7
3.35
GD
learning rates=η ∈ {1,...
2026.02
44.3
4.99
72.1
11.5
5.08
OGD
learning rates=η ∈ {1,...
2026.02
44.3
5.28
72.1
6.6
5.84
Gurobi
2026.02
36.1
6.25
27.9
0
8
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