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Two-Player Zero-Sum Game Solving on Goofspiel 13 cards

73.9Estimated PEPSD-PSRO w/ PRD
13.89229.47145.0560.629May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PSD-PSRO w/ PRDEnvironment steps (x10^6)=19.22026.0573.9
PSD-PSRO w/ PRDEnvironment steps (x10^6)=38.42026.0567.7
PSD-PSRO w/ NashEnvironment steps (x10^6)=19.22026.0567
PSRO w/ PRDEnvironment steps (x10^6)=19.22026.0566.7
PSD-PSRO w/ PRDEnvironment steps (x10^6)=57.62026.0561.6
PSD-PSRO w/ AlphaRankEnvironment steps (x10^6)=19.22026.0559.9
PSRO w/ NashEnvironment steps (x10^6)=19.22026.0557.9
PSRO w/ PRDEnvironment steps (x10^6)=38.42026.0556.9
NeuPL w/ PRDEnvironment steps (x10^6)=19.22026.0556.3
PSD-PSRO w/ PRDEnvironment steps (x10^6)=76.82026.0556.2
PSD-PSRO w/ UniformEnvironment steps (x10^6)=19.22026.0555.4
PSD-PSRO w/ PRDEnvironment steps (x10^6)=96.02026.0553.3
PSRO w/ PRDEnvironment steps (x10^6)=57.62026.0553.1
PSRO w/ UniformEnvironment steps (x10^6)=19.22026.0550
NeuPL w/ PRDEnvironment steps (x10^6)=38.42026.0550
PSRO w/ PRDEnvironment steps (x10^6)=76.82026.0549.8
PSD-PSRO w/ NashEnvironment steps (x10^6)=38.42026.0549.4
PSRO w/ PRDEnvironment steps (x10^6)=96.02026.0547.9
NeuPL w/ PRDEnvironment steps (x10^6)=57.62026.0547.4
PSRO w/ AlphaRankEnvironment steps (x10^6)=19.22026.0545.9
PSRO w/ PRDEnvironment steps (x10^6)=115.22026.0544.9
NeuPL w/ PRDEnvironment steps (x10^6)=76.82026.0544.3
PSD-PSRO w/ PRDEnvironment steps (x10^6)=115.22026.0543.7
NeuPL w/ PRDEnvironment steps (x10^6)=96.02026.0543.1
PSRO w/ NashEnvironment steps (x10^6)=38.42026.0541.1
PSRO w/ PRDEnvironment steps (x10^6)=134.42026.0540.4
Anytime PSROEnvironment steps (x10^6)=19.22026.0540.4
PSD-PSRO w/ NashEnvironment steps (x10^6)=57.62026.0539.6
NeuPL w/ UniformEnvironment steps (x10^6)=19.22026.0539
NeuPL w/ PRDEnvironment steps (x10^6)=115.22026.0537.2
PSRO w/ UniformEnvironment steps (x10^6)=38.42026.0536.9
PSRO w/ PRDEnvironment steps (x10^6)=153.62026.0536.6
PSD-PSRO w/ AlphaRankEnvironment steps (x10^6)=38.42026.0534.9
NeuPL w/ PRDEnvironment steps (x10^6)=134.42026.0534.5
PSD-PSRO w/ PRDEnvironment steps (x10^6)=134.42026.0534.5
PSD-PSRO w/ UniformEnvironment steps (x10^6)=38.42026.0534.1
NeuPL w/ NashEnvironment steps (x10^6)=19.22026.0533.7
PSD-PSRO w/ NashEnvironment steps (x10^6)=76.82026.0533.5
NeuPL w/ PRDEnvironment steps (x10^6)=153.62026.0533.4
PSD-PSRO w/ UniformEnvironment steps (x10^6)=57.62026.0532.8
PSRO w/ UniformEnvironment steps (x10^6)=57.62026.0532.7
PSRO w/ NashEnvironment steps (x10^6)=57.62026.0532.1
PSD-PSRO w/ PRDEnvironment steps (x10^6)=153.62026.0530.9
PSD-PSRO w/ NashEnvironment steps (x10^6)=96.02026.0530.6
Global PSROEnvironment steps (x10^6)=19.22026.0530.5
NeuPL w/ UniformEnvironment steps (x10^6)=38.42026.0530.1
NeuPL w/ NashEnvironment steps (x10^6)=38.42026.0529.8
PSRO w/ AlphaRankEnvironment steps (x10^6)=38.42026.0529.2
PSRO w/ NashEnvironment steps (x10^6)=76.82026.0528.4
PSD-PSRO w/ AlphaRankEnvironment steps (x10^6)=57.62026.0528.4
PSRO w/ UniformEnvironment steps (x10^6)=96.02026.0528.2
PSD-PSRO w/ NashEnvironment steps (x10^6)=115.22026.0528.2
PSD-PSRO w/ UniformEnvironment steps (x10^6)=76.82026.0528.1
PSRO w/ UniformEnvironment steps (x10^6)=76.82026.0527.7
NeuPL w/ UniformEnvironment steps (x10^6)=57.62026.0527.3
PSD-PSRO w/ NashEnvironment steps (x10^6)=134.42026.0525.8
PSD-PSRO w/ UniformEnvironment steps (x10^6)=96.02026.0525.6
PSRO w/ UniformEnvironment steps (x10^6)=134.42026.0525.4
PSRO w/ NashEnvironment steps (x10^6)=96.02026.0525.1
NeuPL w/ UniformEnvironment steps (x10^6)=76.82026.0525.1
PSD-PSRO w/ AlphaRankEnvironment steps (x10^6)=76.82026.0525.1
PSD-PSRO w/ AlphaRankEnvironment steps (x10^6)=96.02026.0524.9
NeuPL w/ AlphaRankEnvironment steps (x10^6)=19.22026.0524.4
PSD-PSRO w/ UniformEnvironment steps (x10^6)=115.22026.0523.9
NeuPL w/ UniformEnvironment steps (x10^6)=96.02026.0523.5
NeuPL w/ NashEnvironment steps (x10^6)=57.62026.0523.4
PSRO w/ UniformEnvironment steps (x10^6)=153.62026.0523
NeuPL w/ NashEnvironment steps (x10^6)=76.82026.0522.5
Anytime PSROEnvironment steps (x10^6)=38.42026.0522.3
Anytime PSROEnvironment steps (x10^6)=76.82026.0522.3
PSRO w/ AlphaRankEnvironment steps (x10^6)=57.62026.0522.1
PSD-PSRO w/ AlphaRankEnvironment steps (x10^6)=115.22026.0522
NeuPL w/ UniformEnvironment steps (x10^6)=134.42026.0521.9
Anytime PSROEnvironment steps (x10^6)=57.62026.0521.8
NeuPL w/ UniformEnvironment steps (x10^6)=115.22026.0521.5
NeuPL w/ AlphaRankEnvironment steps (x10^6)=38.42026.0521.2
PSD-PSRO w/ AlphaRankEnvironment steps (x10^6)=134.42026.0521.2
PSD-PSRO w/ NashEnvironment steps (x10^6)=153.62026.0521.1
NeuPL w/ AlphaRankEnvironment steps (x10^6)=57.62026.0520.9
PSRO w/ NashEnvironment steps (x10^6)=115.22026.0520.6
Anytime PSROEnvironment steps (x10^6)=96.02026.0520.3
Anytime PSROEnvironment steps (x10^6)=134.42026.0520.3
PSD-PSRO w/ UniformEnvironment steps (x10^6)=134.42026.0520.3
PSRO w/ UniformEnvironment steps (x10^6)=115.22026.0520
PSRO w/ NashEnvironment steps (x10^6)=153.62026.0519.3
Anytime PSROEnvironment steps (x10^6)=153.62026.0519.1
PSRO w/ AlphaRankEnvironment steps (x10^6)=134.42026.0519
PSRO w/ NashEnvironment steps (x10^6)=134.42026.0518.8
PSRO w/ AlphaRankEnvironment steps (x10^6)=76.82026.0518.8
NeuPL w/ AlphaRankEnvironment steps (x10^6)=115.22026.0518.7
Anytime PSROEnvironment steps (x10^6)=115.22026.0518.3
NeuPL w/ AlphaRankEnvironment steps (x10^6)=96.02026.0518.3
NeuPL w/ NashEnvironment steps (x10^6)=96.02026.0518.2
PSRO w/ AlphaRankEnvironment steps (x10^6)=153.62026.0517.8
PSRO w/ AlphaRankEnvironment steps (x10^6)=96.02026.0517
NeuPL w/ UniformEnvironment steps (x10^6)=153.62026.0517
NeuPL w/ NashEnvironment steps (x10^6)=134.42026.0516.9
NeuPL w/ AlphaRankEnvironment steps (x10^6)=76.82026.0516.9
PSRO w/ AlphaRankEnvironment steps (x10^6)=115.22026.0516.2
NeuPL w/ NashEnvironment steps (x10^6)=115.22026.0516.2