Yes, there are many papers on looking at clinical trials as bandit problems (because they are bandit problems) and applying different bandit algorithms. You ma

Yes, there are many papers on looking at clinical trials as bandit problems (because they are bandit problems) and applying different bandit algorithms. You may also want to look at SMAR Trials and adaptive trials.