@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
@HamasakiLaw left and my child was left friendless. I left SF because the school system is inadequate. I left SF because I asked for help from the city for my homeless neighbors, and none is available despite an astonishing budget. I left SF because the city neglects it’s poor and vulnerable
@HamasakiLaw and frankly I’m tired of doing it myself in a city that’s claims to have compassion but will not incentivize and require opioid treatment. I left SF because justice reformers seems unable to distinguish petty crime and the violence that has left a literal mile of 700 OD corpses.
@HamasakiLaw I left SF because my child needs an education and I have no confidence that SF’s badly broken system can be reformed before he graduates.
@HamasakiLaw I left SF because it’s unwillingness to plan and build responsibly has sowed division between the middle class and poor and made a ‘locally modestly good’ salary a social crime.
@HamasakiLaw I left SF because permits building of new condos with promises of community housing and then pockets the cash. I left SF because corruption is evidence is most branches of city hall and cleaning house requires FBI intervention. I left SF because it is hateful of small business
@HamasakiLaw and yet claims to be concerned about poverty and displacement of people.
@HamasakiLaw I left SF because a playground can sit empty for a year waiting for permits to come through. I left SF because a sharps check at preschool is how a SoMA parent do. I left SF because it’s leadership can suddenly develop a conscience over who’s graves the city was built on but feel
@HamasakiLaw no urgency about a city that is burning with neglect.
@HamasakiLaw I left SF because needles wash up on the beaches. I left SF because cleaning discarded trash on my street was not safe. I left SF because my taxi driver told me a teacher he drove to a nearest school was high on crack, and I’m barely surprised.
@HamasakiLaw I left SF because a mentally ill man threw a shoe that hit my wife days before she gave birth, and I know he can expect neither help nor consequences.
@HamasakiLaw I left SF because calls to 911 for a found body can take minutes to connect.
@HamasakiLaw I left SF because people like @HamasakiLaw think lived experiences that displace people from their homes is a good topic for ridicule.
@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…
@nanjiang_cs It follows from Gordon’s and my proofs that value function error can be bounded by a function of the maximum observable reward and the discount only (for a class of approximators).