Batch-Size Independent Regret Bounds for the Combinatorial Multi-Armed Bandit Problem.

Nadav Merlis Shie Mannor

Published in: CoRR (2019)

Keyphrases

batch size
multi armed bandit
regret bounds
single item
batch mode
poisson process
cost function
finite horizon
batch processing
reinforcement learning
lower bound
special case
lot sizing