Covariance-Adaptive Least-Squares Algorithm for Stochastic Combinatorial Semi-Bandits.
Julien ZhouPierre GaillardThibaud RahierHoussam ZenatiJulyan ArbelPublished in: CoRR (2024)
Keyphrases
- least squares
- improved algorithm
- learning algorithm
- detection algorithm
- optimization algorithm
- dynamic programming
- sparse linear
- matching algorithm
- experimental evaluation
- computational cost
- preprocessing
- times faster
- monte carlo
- clustering method
- computational complexity
- expectation maximization
- significant improvement
- particle swarm optimization
- linear programming
- simulated annealing
- worst case
- markov chain
- particle filter
- search space
- k means
- objective function
- np hard
- computer vision
- levenberg marquardt
- stochastic models
- neural network