Stuart Reynolds Profile picture
Precision health modeler. Reinforcement learner.
Aug 23, 2021 20 tweets 6 min read
The building I left in SF recently got 24h guards and cameras after the HOA found that unevictable meth dealers rented a home and refused an offer of $15k to leave after being $30k behind on their rent. A lady has left her home in the building to live in an AirBnB, feeling unsafe License plates were getting switched around in the garage, to cars presumably to be used for more crime. The dealer’s users weren't leaving, attempting breakins into homes, stealing packages, and sleeping in garage storage units.
What a fucking mess SF has built.
Feb 15, 2021 15 tweets 6 min read
@HamasakiLaw Hey. @HamasakiLaw . I left SF after a side shower nearly wiped out my family as we slept in our home. I left after our two of our parent friend friends were assaulted while walking with their children. I left SF after a man masturbating in our playground was too mundane to .. @HamasakiLaw talk about. I left SF because I found my neighbor in a pool of blood in our garage. I left SF because I complained to my city supervisor that my toddler has inhaling crack in the MUNI and was accused of dealing hyperbole. I left SF because every other family with children already
Jun 7, 2019 4 tweets 2 min read
@nanjiang_cs Value divergence in RL + function approximation is a feature unique to parameterized approximates that accumulate errors into extrapolations of value predictions larger than are observable. Other function approximators are proven better behaved indepent of the MDP assumptions. @nanjiang_cs 5.7.1. Showed general discounted RL updates + general function approximators that are weighted averagers not weighted summers and bounded contractions (trees, mixtures models, XCS,...). Also see Gordon’s contraction (less general, but more useful)pdfs.semanticscholar.org/13b5/a683bce28…