~/talk

Games Are Smarter Than Us

Talkat React Summit 2020 · 2020-10-14..10-15· [javascript, machine-learning]
github:liady
slides:none on file

Builds a tiny 2D game in the browser using canvas and exports from bitmellow then runs reinforcement learning in Javascript with reinforce.js (and mentions tensorflow js) to train an agent to collect mushrooms; flappy‑bird style learning takes about 25 minutes to converge, models save/load, and a single trained network transfers to new sprites and rules so it can learn chasing or fleeing by swapping the reward sign. The demo works live and improves over minutes.

AI-written summary · about

  1. 0:00Start
  2. 1:20Village of Boredom
  3. 12:37Mountain of Wisdom
  4. 14:33Reinforcement Learning!
  5. 22:04River of Opportunities
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.