Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Approachability has become a standard tool in analyzing learning algorithms in the adversarial online learning setup.  develop a variant of approachability for games where there is ambiguity in the obtained reward: it belongs to a set rather than being a single vector. Using this variant  tackle the problem of approachability in games with partial monitoring and develop a simple and generally efficient strategy (i.e., with constant per-step complexity) for this setup. As an important example,  instantiate our general strategy to the case when external regret or internal regret is to be minimized under partial monitoring.
['Shie Mannor', 'Vianney Perchet', 'Gilles Stoltz']
I am writing a research paper on a idea Set-valued approachability and online learning with partial monitoring
[{"from": "human", "value": "I am writing a research paper on a idea Set-valued approachability and online learning with partial monitoring"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Approachability has become a standard tool in analyzing learning algorithms in the adversarial online learning setup.  develop a variant of approachability for games where there is ambiguity in the obtained reward: it belongs to a set rather than being a single vector. Using this variant  tackle the problem of approachability in games with partial monitoring and develop a simple and generally efficient strategy (i.e., with constant per-step complexity) for this setup. As an important example,  instantiate our general strategy to the case when external regret or internal regret is to be minimized under partial monitoring."}]