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Sampler Using Multi-Aarmed Bandit Epsilon-Greedy Algorithm

Sampler based on multi-armed bandit algorithm with epsilon-greedy arm selection.

Class or Function Names

  • MABEpsilonGreedySampler

Example

mod = optunahub.load_module("samplers/mab_epsilon_greedy")
sampler = mod.MABEpsilonGreedySampler()

See example.py for more details.

Others

This package provides a sampler based on Multi-armed bandit algorithm with epsilon-greedy selection.

Package
samplers/mab_epsilon_greedy
Author
Ryota Nishijima
License
MIT License
Verified Optuna version
  • 4.0.0
Last update
2024-10-11