Reinforcement Learning, Machine Learning, Deep Learning.
The Thompson Sampling algorithm has been shown to have good performance in stochastic environments, but its performance in adversarial environments needs to be better understood. Extensions of Multi-Arm Bandits There are many extensions of the multi-arm bandit problem, such as contextual multi-arm