Bandit Optimization on Setting 1
14.7RegretRLS-kernelized Exp3
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RLS-kernelized Exp3Kernel=3/2-Matern, T=502026.05 | 14.7 | 0.1 | |
| Kernelized Exp3Kernel=3/2-Matern, T=502026.05 | 14.8 | 0 | |
| Kernelized Exp3Kernel=5/2-Matern, T=502026.05 | 16.1 | 0 | |
| Kernelized Exp3Kernel=SE Kernel, T=502026.05 | 18.8 | 0 | |
| RLS-kernelized Exp3Kernel=5/2-Matern, T=502026.05 | 19.1 | 0.1 | |
| RLS-kernelized Exp3Kernel=SE Kernel, T=502026.05 | 20.4 | 0.1 | |
| Kernelized Exp3Kernel=SE Kernel, T=1002026.05 | 22.4 | 0 | |
| APG-Exp3Kernel=3/2-Matern, T=502026.05 | 23.5 | 0 | |
| RLS-kernelized Exp3Kernel=3/2-Matern, T=1002026.05 | 24.5 | 0.1 | |
| RLS-kernelized Exp3Kernel=SE Kernel, T=1002026.05 | 27.9 | 0.1 | |
| APG-Exp3Kernel=5/2-Matern, T=502026.05 | 28 | 0 | |
| APG-Exp3Kernel=SE Kernel, T=502026.05 | 28.2 | 0 | |
| Kernelized Exp3Kernel=3/2-Matern, T=1002026.05 | 28.2 | 0 | |
| RLS-kernelized Exp3Kernel=5/2-Matern, T=1002026.05 | 31 | 0.1 | |
| Kernelized Exp3Kernel=5/2-Matern, T=1002026.05 | 32.7 | 0 | |
| Kernelized Exp3Kernel=SE Kernel, T=1502026.05 | 34.9 | 0 | |
| RLS-kernelized Exp3Kernel=3/2-Matern, T=1502026.05 | 41.4 | 0.1 | |
| Kernelized Exp3Kernel=5/2-Matern, T=1502026.05 | 41.5 | 0 | |
| APG-Exp3Kernel=SE Kernel, T=1002026.05 | 42.9 | 0 | |
| APG-Exp3Kernel=3/2-Matern, T=1002026.05 | 42.9 | 0 | |
| Kernelized Exp3Kernel=3/2-Matern, T=1502026.05 | 42.9 | 0 | |
| RLS-kernelized Exp3Kernel=SE Kernel, T=1502026.05 | 43.7 | 0.1 | |
| APG-Exp3Kernel=5/2-Matern, T=1002026.05 | 48.2 | 0 | |
| RLS-kernelized Exp3Kernel=5/2-Matern, T=1502026.05 | 51.9 | 0.1 | |
| APG-Exp3Kernel=3/2-Matern, T=1502026.05 | 60.6 | 0 | |
| APG-Exp3Kernel=SE Kernel, T=1502026.05 | 60.7 | 0 | |
| APG-Exp3Kernel=5/2-Matern, T=1502026.05 | 69.3 | 0 | |
| RandomKernel=3/2-Matern, T=502026.05 | 78.1 | 0 | |
| RandomKernel=5/2-Matern, T=502026.05 | 84.4 | 0 | |
| RandomKernel=SE Kernel, T=502026.05 | 89.2 | 0 | |
| RandomKernel=3/2-Matern, T=1002026.05 | 156.4 | 0 | |
| RandomKernel=5/2-Matern, T=1002026.05 | 168.3 | 0 | |
| RandomKernel=SE Kernel, T=1002026.05 | 178 | 0 | |
| RandomKernel=3/2-Matern, T=1502026.05 | 234.4 | 0 | |
| RandomKernel=5/2-Matern, T=1502026.05 | 253.6 | 0 | |
| RandomKernel=SE Kernel, T=1502026.05 | 268.1 | 0 |