Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Se...郁凱 黃
Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Search Planning
- Author: Xiaoxiao Guo, Satinder Singh, Honglak Lee, Richard L. Lewis, Xiaoshi Wang
- Origin: https://papers.nips.cc/paper/5421-deep-learning-for-real-time-atari-game-play-using-offline-monte-carlo-tree-search-planning
- Related: https://github.com/number9473/nn-algorithm/issues/251
Human-level control through deep reinforcement learning郁凱 黃
Human-level control through deep reinforcement learning
- Author: Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A. Rusu, Joel Veness, Marc G. Bellemare, Alex Graves, Martin Riedmiller, Andreas K. Fidjeland, Georg Ostrovski, Stig Petersen, Charles Beattie, Amir Sadik, Ioannis Antonoglou, Helen King, Dharshan Kumaran, Daan Wierstra, Shane Legg & Demis Hassabis
- Origin: https://www.nature.com/articles/nature14236
- https://github.com/number9473/nn-algorithm/issues/252
Ring loss: Convex Feature Normalization for Face Recognition郁凱 黃
Ring loss: Convex Feature Normalization for Face Recognition
Author: Yutong Zheng, Dipan K. Pal, Marios Savvides
Origin: https://arxiv.org/abs/1803.00130
Playing Atari with Deep Reinforcement Learning郁凱 黃
Playing Atari with Deep Reinforcement Learning
- Author: Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin Riedmiller
- Origin: https://arxiv.org/abs/1312.5602
- Related: https://github.com/number9473/nn-algorithm/issues/250
A Revisit of Feature Learning on CNN-based Face Recognition郁凱 黃
A Revisit of Feature Learning on CNN-based Face Recognition.
Y. Sun, X. Wang, and X. Tang. Deep learning face representation from predicting 10,000 classes. In CVPR , 2014.
K. He, X. Zhang, S. Ren, J. Sun. Deep Residual Learning for Image Recognition.
Y. Sun, X. Wang, X. Tang. Deep Learning Face Representation by Joint Identification-Verification.
F. Schroff, D. Kalenichenko, J. Philbin. FaceNet: A Unified Embedding for Face Recognition and Clustering.
Y. Wen, K. Zhang, Z. Li, Y. Qiao. A Discriminative Feature Learning Approachg.
W. Liu, Y. Wen, Z. Yu, M. Yang. Large-Margin Softmax Loss for Convolutional Neural Networks.
W. Liu, Y. Wen, Z. Yu, M. Li, B. Raj, L. Song. SphereFace: Deep Hypersphere Embedding for Face Recognition.
Topic: design a puzzle game on smart phone
Akatsuki Hackthon 2015 心得: http://joyhuang9473.github.io/2015/09/07/akatsuki-hackathon-2015.html
Our Work - Ginger & GingerMan: http://joyhuang9473.github.io/project-general/project-game/2015/09/05/project-ginger-and-gingerman.html
Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Se...郁凱 黃
Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Search Planning
- Author: Xiaoxiao Guo, Satinder Singh, Honglak Lee, Richard L. Lewis, Xiaoshi Wang
- Origin: https://papers.nips.cc/paper/5421-deep-learning-for-real-time-atari-game-play-using-offline-monte-carlo-tree-search-planning
- Related: https://github.com/number9473/nn-algorithm/issues/251
Human-level control through deep reinforcement learning郁凱 黃
Human-level control through deep reinforcement learning
- Author: Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A. Rusu, Joel Veness, Marc G. Bellemare, Alex Graves, Martin Riedmiller, Andreas K. Fidjeland, Georg Ostrovski, Stig Petersen, Charles Beattie, Amir Sadik, Ioannis Antonoglou, Helen King, Dharshan Kumaran, Daan Wierstra, Shane Legg & Demis Hassabis
- Origin: https://www.nature.com/articles/nature14236
- https://github.com/number9473/nn-algorithm/issues/252
Ring loss: Convex Feature Normalization for Face Recognition郁凱 黃
Ring loss: Convex Feature Normalization for Face Recognition
Author: Yutong Zheng, Dipan K. Pal, Marios Savvides
Origin: https://arxiv.org/abs/1803.00130
Playing Atari with Deep Reinforcement Learning郁凱 黃
Playing Atari with Deep Reinforcement Learning
- Author: Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, Martin Riedmiller
- Origin: https://arxiv.org/abs/1312.5602
- Related: https://github.com/number9473/nn-algorithm/issues/250
A Revisit of Feature Learning on CNN-based Face Recognition郁凱 黃
A Revisit of Feature Learning on CNN-based Face Recognition.
Y. Sun, X. Wang, and X. Tang. Deep learning face representation from predicting 10,000 classes. In CVPR , 2014.
K. He, X. Zhang, S. Ren, J. Sun. Deep Residual Learning for Image Recognition.
Y. Sun, X. Wang, X. Tang. Deep Learning Face Representation by Joint Identification-Verification.
F. Schroff, D. Kalenichenko, J. Philbin. FaceNet: A Unified Embedding for Face Recognition and Clustering.
Y. Wen, K. Zhang, Z. Li, Y. Qiao. A Discriminative Feature Learning Approachg.
W. Liu, Y. Wen, Z. Yu, M. Yang. Large-Margin Softmax Loss for Convolutional Neural Networks.
W. Liu, Y. Wen, Z. Yu, M. Li, B. Raj, L. Song. SphereFace: Deep Hypersphere Embedding for Face Recognition.
Topic: design a puzzle game on smart phone
Akatsuki Hackthon 2015 心得: http://joyhuang9473.github.io/2015/09/07/akatsuki-hackathon-2015.html
Our Work - Ginger & GingerMan: http://joyhuang9473.github.io/project-general/project-game/2015/09/05/project-ginger-and-gingerman.html