How did you test the robustness? Did you e.g. randomly generate navigable terrains and see how many of them the rover was able to navigate through? Really nice in any case!
Thanks for your comment. It was my BSc project so I did not get much time for testing :-)
However, the rover was evolved in many different terrain configurations and and in most cases the final controller was quite reliable. I am currently doing some more research on this as well as on using active vision with neural network systems.
the output from the neural network is directly used to change velocities of the joints(wheels rotation rate and steering angle). No PID controller used though.
Seeing it detect and avoid that hole in the ground on its own was great. Man, that thing has a lot of sensors, and its clearly making good use of them. Very cool!
you misspelt friend
Lexem100 1 year ago
@Lexem100 I've noticed since it's been here for 2 years already :D
mpeniak 1 year ago
nice!
asparuh13 1 year ago
How did you test the robustness? Did you e.g. randomly generate navigable terrains and see how many of them the rover was able to navigate through? Really nice in any case!
yebbey 3 years ago
Hi,
Thanks for your comment. It was my BSc project so I did not get much time for testing :-)
However, the rover was evolved in many different terrain configurations and and in most cases the final controller was quite reliable. I am currently doing some more research on this as well as on using active vision with neural network systems.
mpeniak 3 years ago
Nice work! Did you still set the velocities to set the wheel rotations?
Did you end up with a PID controller?
Teravus 3 years ago
Thanks...
the output from the neural network is directly used to change velocities of the joints(wheels rotation rate and steering angle). No PID controller used though.
mpeniak 3 years ago
Fabulous!
Seeing it detect and avoid that hole in the ground on its own was great. Man, that thing has a lot of sensors, and its clearly making good use of them. Very cool!
Btw, what's the music? I love it.
kjlg74 3 years ago
thanks...the music is from Daft Punk and song is called Harder, Better, Faster, Stronger
mpeniak 3 years ago