Controlled Acquisition and Abstention in Three-Channel Score Conflicts
The study tested a policy's decision-making when audio, video, and text scores disagree in a three-channel conflict benchmark. It found that a threshold policy achieved good accuracy but lower utility than other methods under certain conditions. The research concludes that the utility ordering depends on the specific reward structure and cost masks rather than establishing a general acquisition method.