Bandit Optimization on Setting 2
11.1RegretRLS-kernelized Exp3
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RLS-kernelized Exp3Kernel=5/2-Matern, T=502026.05 | 11.1 | 0.1 | |
| Kernelized Exp3Kernel=5/2-Matern, T=502026.05 | 12.9 | 0 | |
| Kernelized Exp3Kernel=3/2-Matern, T=502026.05 | 13.3 | 0 | |
| RLS-kernelized Exp3Kernel=SE Kernel, T=502026.05 | 16.1 | 0.1 | |
| RLS-kernelized Exp3Kernel=3/2-Matern, T=502026.05 | 16.8 | 0.1 | |
| Kernelized Exp3Kernel=SE Kernel, T=502026.05 | 18.4 | 0 | |
| RLS-kernelized Exp3Kernel=5/2-Matern, T=1502026.05 | 20.9 | 0.1 | |
| RLS-kernelized Exp3Kernel=5/2-Matern, T=1002026.05 | 21.5 | 0.1 | |
| Kernelized Exp3Kernel=5/2-Matern, T=1002026.05 | 22.6 | 0 | |
| Kernelized Exp3Kernel=3/2-Matern, T=1502026.05 | 24.2 | 0 | |
| Kernelized Exp3Kernel=3/2-Matern, T=1002026.05 | 25 | 0 | |
| Kernelized Exp3Kernel=SE Kernel, T=1002026.05 | 25.6 | 0 | |
| RLS-kernelized Exp3Kernel=3/2-Matern, T=1002026.05 | 26 | 0.1 | |
| Kernelized Exp3Kernel=5/2-Matern, T=1502026.05 | 26.3 | 0 | |
| APG-Exp3Kernel=5/2-Matern, T=502026.05 | 29.1 | 0 | |
| RLS-kernelized Exp3Kernel=3/2-Matern, T=1502026.05 | 29.9 | 0.1 | |
| RLS-kernelized Exp3Kernel=SE Kernel, T=1002026.05 | 32.6 | 0.1 | |
| APG-Exp3Kernel=SE Kernel, T=502026.05 | 35.8 | 0 | |
| APG-Exp3Kernel=3/2-Matern, T=502026.05 | 36.6 | 0 | |
| Kernelized Exp3Kernel=SE Kernel, T=1502026.05 | 40.3 | 0 | |
| RLS-kernelized Exp3Kernel=SE Kernel, T=1502026.05 | 50.3 | 0.1 | |
| APG-Exp3Kernel=SE Kernel, T=1002026.05 | 50.8 | 0 | |
| APG-Exp3Kernel=5/2-Matern, T=1002026.05 | 55.5 | 0 | |
| APG-Exp3Kernel=SE Kernel, T=1502026.05 | 69 | 0 | |
| RandomKernel=3/2-Matern, T=502026.05 | 72.4 | 0 | |
| APG-Exp3Kernel=5/2-Matern, T=1502026.05 | 73.1 | 0 | |
| RandomKernel=5/2-Matern, T=502026.05 | 75 | 0 | |
| RandomKernel=SE Kernel, T=502026.05 | 79.6 | 0 | |
| APG-Exp3Kernel=3/2-Matern, T=1002026.05 | 80.5 | 0 | |
| APG-Exp3Kernel=3/2-Matern, T=1502026.05 | 129.6 | 0 | |
| RandomKernel=3/2-Matern, T=1002026.05 | 144 | 0 | |
| RandomKernel=5/2-Matern, T=1002026.05 | 149.2 | 0 | |
| RandomKernel=SE Kernel, T=1002026.05 | 158.2 | 0 | |
| RandomKernel=3/2-Matern, T=1502026.05 | 213.7 | 0 | |
| RandomKernel=5/2-Matern, T=1502026.05 | 221.5 | 0 | |
| RandomKernel=SE Kernel, T=1502026.05 | 235.1 | 0 |