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Generalized Planning on Blocksworld
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55
Scale
Heuristically regularized Q-value policy (Ω^Heu.)
1.96
15.73
29.5
43.27
Mar 18, 2026
Scale
SCov
Updated 1mo ago
Evaluation Results
Method
Method
Links
Scale
SCov
Heuristically regularized Q-value policy (Ω^Heu.)
Architecture=R-GNN
2026.03
55
48.2
Explicitly regularized Q-value policy (Ω^Exp.)
Architecture=R-GNN
2026.03
54
47.8
State-value policy (V)
Architecture=R-GNN
2026.03
52
44.5
Explicitly regularized Q-value policy (Ω^Exp.)
Architecture=OAE
2026.03
52
44.9
Heuristically regularized Q-value policy (Ω^Heu.)
Architecture=OAE
2026.03
52
44.6
Heuristically regularized Q-value policy (Ω^Heu.)
Architecture=OE
2026.03
50
42.4
Explicitly regularized Q-value policy (Ω^Exp.)
Architecture=OE
2026.03
48
40.5
State-value policy (V)
Architecture=OAE
2026.03
37
27.5
State-value policy (V)
Architecture=OE
2026.03
14
9.2
Vanilla Q-value policy (Q)
Architecture=R-GNN
2026.03
5
1.6
Vanilla Q-value policy (Q)
Architecture=OE
2026.03
5
1.2
Vanilla Q-value policy (Q)
Architecture=OAE
2026.03
4
1.3
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