Commit Graph

9 Commits

Author SHA1 Message Date
Arec
f9729b0a9d making expert data save s, a, sp. making dataloader also load batches thisway. renaming state to ego_state. converting path_x and path_y to single path variable. making number of samples for ray an argument. adjusting metrics, policy, and other functions to be able to handle this 2021-08-04 09:45:36 -07:00
Arec
6e524cf4b5 adding options for regularization and relative state masking via interaction graphs during data processing and experiment running. found 0.002 regularization on actions gives up to 3m of deviation with no collisions. added shell script to run ray experiments overnight 2021-08-02 14:38:06 -07:00
Arec
e30d0ab1ba removing outliers from expert tracks 2021-07-29 08:20:40 -07:00
Arec
fdbdc7f9f0 making data processing happen on front end, not on data loader. saving a ton of time 2021-07-29 02:53:20 -07:00
Arec
1ca9914bf9 fixing bugs in transform, expert demo processing, main train function, and behavior cloning class. need to get bc class parameters to return nonempty list 2021-07-21 09:44:20 -07:00
Arec
2e29f42d75 add flag to process all tracks of a particular location 2021-07-20 05:46:43 -07:00
Arec
6964cb0c6c got processing of expert demonstrations functional 2021-07-19 08:53:01 -07:00
Arec
8acfbc7993 updating expert data to keep track of deviations and check for collisions 2021-07-19 07:10:28 -07:00
Arec
2373d924b7 adding expert data loader and saver. same issue as previous commit, unable to get through full simulation with backtracked accelerations 2021-07-16 08:33:40 -07:00