Exploration by Optimization with Hybrid Regularizers: Logarithmic Regret with Adversarial Robustness in Partial Monitoring.
Taira TsuchiyaShinji ItoJunya HondaPublished in: CoRR (2024)
Keyphrases
- worst case
- monitoring system
- real time
- multi agent
- constrained optimization
- online learning
- optimization algorithm
- optimization methods
- optimization problems
- optimization method
- design space exploration
- optimization process
- global optimization
- computational efficiency
- level set
- denoising
- multi objective
- lower bound
- learning algorithm