AI on Chip

2020/11/3: Presentation
An Introduction to Reinforcement Learning and its Applications

2020/10/26: A Period of Review in Response to the Paper Survey of AI-on-Chip
From 8 October to 22 October 2020.

2020/10/22: Article & Presentation
An intro to Advantage Actor Critic methods: let’s play Sonic the Hedgehog!

2020/10/15: Paper & Presentation
Learning Dexterous In-Hand Manipulation
References:
   1.Deep Residual Learning for Image Recognition
   2.Deep Spatial Autoencoders for Visuomotor Learning

2020/10/8: Three papers & Presentation (Enter Password) :

Deep Reinforcement Learning for Robotic Manipulation

2020/9/25: A Period of Review in Response to the Paper Survey of AI-on-Chip
Only for 10 September 2020.

2020/9/10: Paper & Presentation (Enter Password) :

Visual Reinforcement Learning with Imagined Goals

2020/8/25: A Period of Review in Response to the Paper Survey of AI-on-Chip
From 5 August to 20 August 2020.

2020/8/20: Presentation
Recurrent Neural Network (RNN) & Long Short-Term Memory (LSTM)

2020/8/5: Paper & Presentation (Enter Password) :

QT-Opt_ Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation

2020/7/22: A Period of Review in Response to the Paper Survey of AI-on-Chip
From 12 June to 22 July 2020.

2020/7/17&22: Paper & Presentation
Chip Placement with Deep Reinforcement Learning

2020/7/8: Paper & Presentation
DeepWiERL: Bringing Deep Reinforcement Learning to the Internet of Self-Adaptive Things

2020/6/19: Paper & Presentation
An Energy-Efficient Deep Reinforcement Learning Accelerator With Transposable PE Array and Experience Compression

2020/6/12: Paper & Presentation
An End-to-End Deep Reinforcement Learning-Based Intelligent Agent Capable of Autonomous Exploration in Unknown Environments

Literature

❆ The little prince小王子英文版PDF

❆ 需密碼.電機工程會刊 第二期 2021 September. 見pp.17-38 [人工智慧-強化學習觀念剖析]

❆ 電機工程會刊(創刊號) 第一卷、第一期 2020 July. 見pp.60-67 [智慧醫療的應用趨勢與商業模式] Ref. [Link]

Knowledge

❆ 原始版實驗室網頁(含喂魚程式) & [網頁編輯教學]微光學實驗室352a (Enter Password) :

Transition your remaining classic Google Sites before September 1, 2021.

❆ 352a Meeting佈告欄-編輯方式

❆ 140.112.17.179伺服器-操作講義

❆ 檔案上傳至溫馨梁家硬碟教學

❆ 如何將ASUS手機的照片藉由USB線傳輸到電腦

❆ 將A20手機4G網路分享wifi連線熱點

❆ 光達LiDAR：Pulse laser光源,底座,電源供應器

❆ 電磁學F=(nAL)qvB

❆ Diffraction efficiency 推導 (由cornu spiral phasor談起)

❆ OPD - Wavefront aberration, spherical aberration

❆ 期刊點數及排名分析- JCR(Journal Citation Reports)使用方式