Deniz Preil

Genetic multi-armed bandits: a reinforcement learning approach for discrete optimization via simulation

2023 · arXiv (Cornell University)

This paper proposes a new algorithm, referred to as GMAB, that combines concepts from the reinforcement learning domain of multi-armed bandits and random search strategies from the domain of genetic algorithms to solve discrete stochastic …