Unclassified
the AI Index Report
AI and the US government, US AI Safety Institute
the AI boom (as of 2017)
Obama guest-edits Wired on AI
are we cyborgs?
AI and national security (Nov, 2019)
military use of AI
algorithmic justice league
EEOC AI guidance
the European AI Act (draft as of spring 2023)
the Asilomar principles
CAIDP files FTC complaint against OpenAI
AI versus sustainability goals (UNESCO)
risks of generative AI (ACM TPC)
Collections
AAAI videos:
Random Robots
a use for simple line following
Airbus automatic landing
robot sax player
Toyota robots, late 2007
sri centibots video
Shigeo Hirose: Titan XI, swimming snake
robots with humans
dancing
atlas trying to put box on shelf
DRC fail compilation
autonomous cooking via imitation learning
Search
Jordan's search visualizations
javascript demo
RRT animations
field D* for mars rovers
play checkers with chinook
Michael Stilman humanoid planning
Kuffner
Urban challenge victors
UPS left hand turns
bad pathing ruins SimCity
AI and video games (MSR and pathfinding)
CSPs at UBC
opponent modeling in poker, also here
summary of computer strength in games
evolving bodies for running
Planning
chimp planning
hierarchical pathfinding (at 17:43)
covid-19 as a Markov process
value iteration demo, ancient value iteration applet
slime mold value iteration: one (at 5:00), and two
AutoRally
KR
SAT and pythagorean triples
Google video: Doug Lenat
AAAI: Len Schubert on learning by reading
journalism and reports: narrative science
research channel: pearl on causality
I'm my own grandpaw
Robbins algebras
intro to description logics and relation to OWL
lots of resolution exercises
Reinforcement Learning
Q learning applet
Peter Stone's RoboCup examples
ng helicopter
RL for robocup keepaway
Schaal and Atkenson
Nathaniel Daw's work on RL and the brain
Supervised Learning
k-NN (old k-NN applet)
boosting demo (Freund's old AdaBoost applet)
TensorFlow playground
Samsung DMZ robot
deva ramanan's people tracking
video survaillance
Athena Technologies (robust plane control)
Berkeley parser
Stanford household robot
image inpainting
GAN: horse to zebra, day to night, everybody dance
semantic redrawing
essay grading
single-camera driving assist
reading glasses
image captioning (see around 45:00)
deep RL fail
adversarial examples, more (esp fig 5), in NLP, street signs
adversarial policies
the politics of ML: NYT, Dwork
applications to agriculture: FarmVibes (pilot)
Unsupervised Learning
hacking OKCupid
EM for Gaussian mixture applet
EM in javascript
AutoClass site at NASA
sketch2photo
rain and snow removal
MusicalBrain music analysis + web parsing
check out gerald dalley (MIT) - zip file of videos available
deep fakes / neural rendering / de-aging
object removal from monocular video
LLMs getting lazy
Vision
image inpainting
adding objects to photos
Google scene descriptions
simple computer vision examples
sketch understanding (Randy Davis)
point cloud data: for autonomous driving, for "as builts", for robot path planning
Data Viz
some visualizations (David McCandless)
200 countries, 200 years, 4 minutes (Hans Rosling) and more
Reasoning under uncertainty
Bayes rule explained
Bayes rule applet
Bayes rule according to xkcd
Thrun site has videos
For example: particle filtering
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