4 ms·
More I read about AV, more I get the idea that, these AVs need to think to some extent like a human driver. My notion is that, these AV research focus blindly o
by n_ary 8y ago
More I read about AV, more I get the idea that, these AVs need to think to some extent like a human driver. My notion is that, these AV research focus blindly on making individual cars think too much. Am curious what happens if the thinking and data-collection is distributed instead, like swarm intelligence, each AV nearby can broadcast what it sees and where it is(extends the vision of each car in a given location beyond it's own sensors); front car suddenly breaks/had an accident/roadblock/switched to human intervention => all following cars will negotiate if they should bypass(reporting car will be parking) or wait (reporting car will use another lane); a car is on a blind turn => oncoming traffic from both sides can negotiate if this car should attempt the turn because others are far enough/slow enough to let it turn safely or wait until they are gone(high speed so not enough time for turning car before that one approaches); a road is very confusing so all cars following should switch to/request human intervention with ample time ... etc and given how cellular phones switch nicely between different towers and areas, we can use similar tech to allow all nearby cars to communicate ... that is communicate, coordinate and decide. Now this have some issues like privacy, drivers with bad intention can feed bad data to cause mass confusion, legitimacy of data received etc ... which can probably be an interesting place to borrow some ideas from blockchain to verify legitimacy etc ... I think instead of focusing too much on ml, try to incorporate other techs which solve minor but similar issues is a good idea.
Disclaimer: I do not claim to have full/partial/enough understanding of any AV technology/blockchain/distributed computing/swarm intelligence etc... so my comment is more or less an opinion based on what I think may be interesting, which may or may not be already thought by and discarded for not-enough viability by the AV research.