Search Results for author: Liangyu Huo

Found 2 papers, 2 papers with code

Predicting Head Movement in Panoramic Video: A Deep Reinforcement Learning Approach

1 code implementation30 Oct 2017 Yuhang Song, Mai Xu, Jianyi Wang, Minglang Qiao, Liangyu Huo, Zulin Wang

Finally, the experiments validate that our approach is effective in both offline and online prediction of HM positions for panoramic video, and that the learned offline-DHP model can improve the performance of online-DHP.

Position reinforcement-learning +1

Generalization Tower Network: A Novel Deep Neural Network Architecture for Multi-Task Learning

1 code implementation27 Oct 2017 Yuhang Song, Main Xu, Songyang Zhang, Liangyu Huo

However, the conventional deep neural network architecture is limited in learning representations for multi-task RL (MT-RL), as multiple tasks can refer to different kinds of representations.

Atari Games Multi-Task Learning +1

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