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Connect Four

Benchmarks

TaskDatasetSOTA resultTrendResults

Board-game self-play

Connect Four

86Best-Response Win Rate

5

Adversarial Reinforcement Learning

Connect Four 100% optimal adversary (test-time)

-0.98Avg Return

3

Adversarial Reinforcement Learning

Connect Four 70% optimal adversary (test)

0.02Average Return

3

Adversarial Reinforcement Learning

Connect Four 50% optimal adversary (test-time)

0.11Average Return

3

Adversarial Reinforcement Learning

Connect Four 30% optimal adversary (test-time)

0.55Average Return

3

Strategic game playing

Connect Four held-out (test)

21.55Win Rate

2

Contingent Planning

Connect Four

—Primary metric

0