History of AI
课程导论与 AI 历史脉络。
HistoryOverview
AI 学习与文献资料
这个页面集中记录我觉得不错的学习资料和文献。
AI 学习文件
课程 lecture 与基础入门资料，按顺序看即可。
Perception and Actuation
从 AI 历史延伸到 perception 与 actuation。
PerceptionActuation
Representation and Reasoning
知识表示与推理基础。
KnowledgeReasoning
Machine Learning
机器学习基础内容与社会语境。
MLModels
Natural Interaction
人机自然交互与 AI 体验。
HCIInteraction
Distributed AI
多智能体、分布式推理与 swarm intelligence。
MASSwarm
From GOFAI to AGI
从 GOFAI 走向 AGI 的讨论与争议。
GOFAIAGI
Goal-driven AI and LAWS
Goal-driven AI、search and rescue 与 LAWS。
EthicsSafety
Language Models and Search Trees
回顾 language models、search trees、situated behaviours 与 neural networks。
LLMsSearch
Robotic Swarms
RoboCop vs RoboCup，群体机器人与多智能体系统。
RoboticsSwarm
Adversarial Machine Learning
对抗机器学习与攻击面。
AdversarialSecurity
AI Literacy and Social Impact
AI literacy、社会感知与影响。
AI LiteracySociety
Prompt 合集
我自己在用的提示词，每一条都能直接复制走。比起收藏一堆链接，我更想把真正反复用到的几条整理清楚。
小练习
这个板块先留出来，后面我会慢慢把自己做过的小练习、随手实验和学习记录补进来。
这个板块之后会继续补充
现在先把作业资料去掉，后面这里会换成更适合展示的小练习内容。
Articles 文献清单
这里先把我看的重要的 `Articles.docx` 里的文章全部整理进来。之后我会继续在这个板块补充自己看过的内容、阅读记录和简单笔记。
Computing Machinery and Intelligence
Alan Turing · 1950
A Chess-Playing Machine
Claude E. Shannon · 1950
Why Should Machines Learn
Herbert Simon · 1983
Flocks, Herds, and Schools: A Distributed Behavioral Model
Craig Reynolds · 1987
Elephants Don't Play Chess
Rodney A. Brooks · 1990
The Myth of the Last Metaphor
Joseph Weizenbaum · 1995
RoboCup: The Robot World Cup Initiative
Hiroaki Kitano et al. · 1996
The RoboCup Synthetic Agent Challenge
Hiroaki Kitano et al. · 1997
Perceptron, Encyclopedia of Computer Science
Laveen Kanal · 2003
Is Chess the Drosophila of Artificial Intelligence? A Social History of an Algorithm
Nathan Ensmenger · 2012
A Few Useful Things to Know About Machine Learning
Pedro Domingos · 2012
Overview on DeepMind and Its AlphaGo Zero AI
Sean Holcomb et al. · 2018
Conversations with ELIZA on Gender and Artificial Intelligence
Pedro Costa and Luisa Ribas · 2018
The Five Tribes of Machine-Learning: A Brief Overview
Jens Pohl · 2019
Deep New: The Shifting Narratives of Artificial Intelligence from Deep Blue to AlphaGo
Paolo Bory · 2019
ChatGPT Is a Blurry JPEG of the Web
Ted Chiang · 2023
Steps Toward Artificial Intelligence
Minsky · 1961
Learning Representations by Back-Propagating Errors
Rumelhart et al. · 1986
Heuristic Problem Solving The Next Advance in Operations Research
Simon and Newell · 1958
Intelligence Without Representation
Brooks · 1991
Deep Learning
LeCun et al. · 2015
ImageNet Classification with Deep Convolutional Neural Networks
Krizhevsky et al. · 2012
Datasheets for Datasets
Gebru et al. · 2018
There is a Blind Spot in AI Research
Crawford and Calo · 2016