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961
Scale
Explicitly regularized Q-value policy (Ω^Exp.)
111.32
331.91
552.5
773.09
Mar 18, 2026
Scale
SCov
Updated 1mo ago
Evaluation Results
Method
Method
Links
Scale
SCov
Explicitly regularized Q-value policy (Ω^Exp.)
Architecture=R-GNN
2026.03
961
25.1
Heuristically regularized Q-value policy (Ω^Heu.)
Architecture=R-GNN
2026.03
961
22.8
Explicitly regularized Q-value policy (Ω^Exp.)
Architecture=OE
2026.03
961
22.7
Heuristically regularized Q-value policy (Ω^Heu.)
Architecture=OE
2026.03
961
22.1
Explicitly regularized Q-value policy (Ω^Exp.)
Architecture=OAE
2026.03
961
24.8
Heuristically regularized Q-value policy (Ω^Heu.)
Architecture=OAE
2026.03
676
16.6
State-value policy (V)
Architecture=OAE
2026.03
529
13.4
Vanilla Q-value policy (Q)
Architecture=OAE
2026.03
484
14.9
State-value policy (V)
Architecture=R-GNN
2026.03
256
11.4
Vanilla Q-value policy (Q)
Architecture=R-GNN
2026.03
256
11.4
State-value policy (V)
Architecture=OE
2026.03
196
9.5
Vanilla Q-value policy (Q)
Architecture=OE
2026.03
144
5.7
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