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Benchmarks
Generalized Planning on Gripper
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100
Scale
State-value policy (V)
33.44
50.72
68
85.28
Mar 18, 2026
Scale
SCov
Updated 1mo ago
Evaluation Results
Method
Method
Links
Scale
SCov
State-value policy (V)
Architecture=R-GNN
2026.03
100
77.5
Explicitly regularized Q-value policy (Ω^Exp.)
Architecture=R-GNN
2026.03
100
88.8
Heuristically regularized Q-value policy (Ω^Heu.)
Architecture=R-GNN
2026.03
100
88.9
State-value policy (V)
Architecture=OE
2026.03
100
83
Explicitly regularized Q-value policy (Ω^Exp.)
Architecture=OE
2026.03
100
88.9
Heuristically regularized Q-value policy (Ω^Heu.)
Architecture=OE
2026.03
100
88.4
State-value policy (V)
Architecture=OAE
2026.03
100
88.6
Vanilla Q-value policy (Q)
Architecture=OAE
2026.03
100
73.8
Explicitly regularized Q-value policy (Ω^Exp.)
Architecture=OAE
2026.03
100
88.5
Heuristically regularized Q-value policy (Ω^Heu.)
Architecture=OAE
2026.03
100
88.6
Vanilla Q-value policy (Q)
Architecture=OE
2026.03
63
33.4
Vanilla Q-value policy (Q)
Architecture=R-GNN
2026.03
36
15.2
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