Re:Scenarios in which Tesla FSD Beta 9.0 fails
by CyanLite2 on Monday July 12, 2021 @06:27PM
(#27815859)
Pretty simple that an official Tesla employee could confirm that at this location, there's a giant concrete pillar here. Or worst case, at this location deactivate FSD and require human decision until you're outside of this geofenced area. They could do that with a simple OTA update. GM/Ford have taken this approach.
Re:Scenarios in which Tesla FSD Beta 9.0 fails
by specialist on Tuesday July 13, 2021 @12:02PM
(#27822612)
Imagine Tesla had Waze's traffic tracking data.
The FSD could then infer that no other cars passed thru meridians, planters, and columns. It could infer that only busses travel in restricted lanes. It could infer that all traffic on a one-way road goes one way.
And if FSD remembered its own decision every prior time, it could reconfirm its current decision.
In other words, it could learn from every other vehicle and its own history.
Re:Scenarios in which Tesla FSD Beta 9.0 fails
by notahacker on Monday July 12, 2021 @03:22PM
(#27813931)
I can see big issues in biasing a decision making algorithm too much towards average driver behaviour under past road conditions though, particularly if a lot of its existing issues are not handling novelty at all well...
I guess I sort of assumed that Tesla would do three things:
- Record the IRL decisions of 100k drivers.
- Running FSD in the background, compare FSD decisions with those IRL decisions. Forward all deltas to the mothership for further analysis.
- Some kind of boid, herd behavior. If all the other cars drive around the monorail column, or going one direction on a one way roadway, to follow suit.
To your point, there should probably also be some sort of geolocated decision memory. eg When at this intersection, remember that X times we ultimately did this action.