Top Deep Learning Projects A list of popular github projects related to deep learning (ranked by stars). Last Update: 2016.08.09 Project Name Stars Description TensorFlow 29622 Computation using data flow graphs for scalable machine lear…
The AlphaGo Replication Wiki 摘自:https://github.com/Rochester-NRT/RocAlphaGo/wiki/01.-Home Contents : Home 01. Home 02. Code 03. Data 04. Neural Networks and Training 05. Supervised Policy Network (Phase I) 06. Reinforcement Policy Network (Phase II)…
AlphaGo已经打败了李世石9段,如果你也懂它背后的原理,或许某一天你也可以开发出一款AI来打败dota或者LOL的世界冠军. Mastering the game of Go with deep neural networks and tree search - Nature(中文翻译) AlphaGo 研究筆記 (*長文慎入) Google AI algorithm masters ancient game of Go Explore the AlphaGo Games – DeepMin…
这是本专题的第三节,在这一节我们将以David Silver等人的Natrue论文Mastering the game of Go without human knowledge为基础讲讲AlphaGo Zero的基本框架,力求简洁清晰,具体的算法细节参见原论文.之后我们为AlphaGo家族做一下总结,展望未来AI革命会将我们带向何方,大火的美剧西部世界和强化学习有多少联系.本人水平有限,如有错误还望指正.如需转载,须征得本人同意. 相较AlphaGo的改进 只通过自我对局强化学习进行训练学…
本文不是论文阅读笔记,只是一个学习笔记,重在理解,在严谨程度上可能稍差. AlphaGo 论文指路: Mastering the game of Go with deep neural networks and tree search. Nature, 2016.https://www.nature.com/articles/nature16961 Mastering the game of Go without human knowledge.Nature,2017.https://www.n…
从github上获取的,自己整理了下,以备后用. Generating an SSH key mac windows SSH keys are a way to identify trusted computers without involving passwords. You can generate an SSH key and add the public key to your GitHub account by following the procedures outlined in…