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Bargaining Allocation on CaSiNo

100IR (%)SLSQP Oracle
9597.5100102.5Mar 31, 2026

Evaluation results

MethodLinks
SLSQP OracleNote=Requires full frontier knowledge2026.03100—
Supervised MLP2026.031000.03
CVAE2026.031000.03
Conditional GAN2026.031000
Unguided DDIMGuidance strategy=no guidance2026.031005.64
Projection DDIMGuidance strategy=post-hoc2026.031005.9
Hard-constraint DDIMt_start=12026.0310045.66
Guided DDIMt_start=< 12026.0310054.24