PyXAB - A Python Library for X-Armed Bandit and Online Blackbox Optimization Algorithms.
Wenjie LiHaoze LiJean HonorioQifan SongPublished in: CoRR (2023)
Keyphrases
- optimization methods
- discrete optimization
- optimization problems
- combinatorial optimization
- learning algorithm
- open source
- global optimization
- significant improvement
- computational cost
- online algorithms
- optimization algorithm
- orders of magnitude
- computationally efficient
- multi armed bandit
- efficient optimization
- theoretical analysis
- real time
- online learning
- programming language
- digital libraries
- computational complexity
- neural network