Phantom Tic-Tac-Toe Challenge

MIT 6.S890 — Fall 2024

(Data as of December 4, 2024)

Exploitability leaderboard

The following table shows the exploitability of each player's strategy. Lower is better. The minimum possible value of exploitability is 0, which means that the strategy is part of a Nash equilibrium. The fake "Uniform" team is a baseline strategy that plays uniformly at random. As you can see, the exploitability of playing at random is quite high.
Instructors Uniform nchn27 TBD TTTG Kiwi s.ATE90 TBD 2 XOXO GG Instr s-a-d µwaves smupp tluna ss
Player 0 0.00062 0.94170 0.00034 0.12636 0.02674 0.11344 0.27667 0.46715 0.32169 0.28432 0.17579 0.94170 1.37909 0.00773
Player 1 0.00096 0.29697 0.00027 0.09934 0.02814 0.07497 0.21008 0.33370 0.20023 0.27097 0.18182 0.29697 0.43854 0.00793

Head-to-head comparison

The following table shows the head-to-head value of agents from different teams playing against each other. For each combination of row and column team, the value in the table shows the difference between the expected win probability and the expected lose probability when the row team faces the column team (assuming both teams play equally likely as player 0 and player 1). So, a 0% means perfect tie, while a positive number indicates a stronger row team.
Instructors Uniform nchn27 TBD TTTG Kiwi s.ATE90 TBD 2 XOXO GG Instr s-a-d µwaves smupp tluna ss
Instructors +22.99% 0.00% +0.40% +0.49% +0.45% +1.04% +1.06% +6.23% +6.71% +3.85% +22.99% +17.67% 0.00%
Uniform –22.99% –21.61% –20.93% –22.60% –20.13% –24.10% –16.67% –17.82% –12.25% –16.98% 0.00% –6.23% –21.39%
nchn27 0.00% +21.61% +0.40% +0.48% +0.45% +1.00% +1.01% +5.96% +6.33% +3.65% +21.61% +16.52% 0.00%
TBD –0.40% +20.93% –0.40% +0.08% –0.01% +0.69% +0.44% +5.54% +6.02% +3.27% +20.93% +16.19% –0.38%
TTTG –0.49% +22.60% –0.48% –0.08% +0.02% +0.35% +0.50% +5.80% +6.62% +3.37% +22.60% +17.16% –0.47%
Kiwi –0.45% +20.13% –0.45% 0.01% –0.02% –0.64% +0.85% +4.96% +5.88% +2.81% +20.13% +14.93% –0.42%
s.ATE90 –1.04% +24.10% –1.00% –0.69% –0.35% +0.64% –0.63% +5.77% +6.14% +2.19% +24.10% +18.62% –0.98%
TBD 2 –1.06% +16.67% –1.01% –0.44% –0.50% –0.85% +0.63% +3.72% +4.67% +2.43% +16.67% +10.36% –0.95%
XOXO GG –6.23% +17.82% –5.96% –5.54% –5.80% –4.96% –5.77% –3.72% +3.58% –1.47% +17.82% +12.99% –5.87%
Instr –6.71% +12.25% –6.33% –6.02% –6.62% –5.88% –6.14% –4.67% –3.58% –4.57% +12.25% +10.71% –6.22%
s-a-d –3.85% +16.98% –3.65% –3.27% –3.37% –2.81% –2.19% –2.43% +1.47% +4.57% +16.98% +12.95% –3.61%
µwaves –22.99% 0.00% –21.61% –20.93% –22.60% –20.13% –24.10% –16.67% –17.82% –12.25% –16.98% –6.23% –21.39%
smupp
tluna –17.67% +6.23% –16.52% –16.19% –17.16% –14.93% –18.62% –10.36% –12.99% –10.71% –12.95% +6.23% –16.38%
ss 0.00% +21.39% 0.00% +0.38% +0.47% +0.42% +0.98% +0.95% +5.87% +6.22% +3.61% +21.39% +16.38%