Reinforcement Learning Enhanced PicHunter for Interactive Search

no code implementations • 29th International Conference on Multimedia Modeling 2023 • Zhixin Ma, Jiaxin Wu, Weixiong Loo, and Chong-Wah Ngo

With these improvements, the interactive system only searches a subset of video datasets relevant to a query while being able to quickly perform Bayesian updates with systematic planning to recommend the most probable candidates that can potentially lead to minimum iteration rounds.

Bayesian Inference reinforcement-learning