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Transfer Learning with an Ensemble of Background Tasks
- boosting for transfer learning
2007-Transfer learning via inter-task mappings for temporal difference learning
- 2007-Transfer learning via inter-task mappings for temporal difference learning 迁移学习中的另外一篇重要文献
A Survey on Transfer Learning
- A Survey on Transfer Learning
有关文件系统过滤驱动编程的研究生论文
- 几篇优秀的有关文件系统过滤驱动编程的研究生论文，用来学习-Several excellent file system filter driver programming on graduate thesis, for learning
Face Recognition. From Traditional to Deep Learning Methods
- 近几年，传统的人脸识别算法被深度卷积网络所代替。CNN的主要优势就是可以结合庞大的数据集提取出原先所提出不出来的优质feature,与此同时精度也提升了很多。同时CNN的出现也加速了计算机视觉的发展，例如object detection 、recognition、segmentation。
Averaged-DQN_ Variance Reduction and Stabilization for Deep Reinforcement Learning
- Averaged-DQN论文，关于强化学习领域的文章。
RLS-TD(lamda)
- 相关论文 Efficient reinforcement learning using recursive least-squares methods. Jounral of AI Research, 2002, 16, 259-292
KLSPI论文
- Kernel-based least squares policy iteration for reinforcement learning. IEEE Transactions on Neural Networks, 2007, 18(4) 973-992