Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  pose the question of whether it is possible to design a simple, linear-time algorithm for the basic multi-armed bandit problem in the adversarial setting which has a regret bound of O( p Q logT ), where Q is the total quadratic variation of all the arms.
['Elad Hazan', 'Satyen Kale']
I am writing a research paper on a idea A simple multi-armed bandit algorithm with optimal variation-bounded regret
[{"from": "human", "value": "I am writing a research paper on a idea A simple multi-armed bandit algorithm with optimal variation-bounded regret"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  pose the question of whether it is possible to design a simple, linear-time algorithm for the basic multi-armed bandit problem in the adversarial setting which has a regret bound of O( p Q logT ), where Q is the total quadratic variation of all the arms."}]