Wheel Bandit
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Bandit Regret Minimization | Wheel Bandit delta=0.9 | Final Cumulative Regret (Mean)7,654.6 | 10 | |
| Bandit Regret Minimization | Wheel Bandit delta=0.95 | Mean Cumulative Regret8,211.9 | 10 | |
| Contextual Bandit | Wheel Bandit delta=0.99 | Normalized Cumulative Regret86.03 | 9 | |
| Contextual Bandit | Wheel Bandit delta=0.95 | Normalized Cumulative Regret63.3 | 9 | |
| Contextual Bandit | Wheel Bandit delta=0.90 | Normalized Cumulative Regret36.54 | 9 | |
| Contextual Bandit | Wheel Bandit (delta=0.70) | Normalized Cumulative Regret13.72 | 9 | |
| Contextual Bandit | Wheel Bandit delta=0.50 | Normalized Cumulative Regret12.49 | 9 |
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