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55 Commits

Author SHA1 Message Date
Remi
d585c73f9f Add real-world support for ACT on Aloha/Aloha2 (#228) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-05-31 15:31:02 +02:00
Alexander Soare
e3b9f1c19b Add resume training (#205) 
Co-authored-by: Remi <re.cadene@gmail.com>
 2024-05-28 12:04:23 +01:00
Simon Alibert
35c1ce7a66 Fix install issues (#191) 2024-05-23 14:25:18 +02:00
Remi
01eae09ba6 Fix aloha real-world datasets (#175) 2024-05-20 13:48:09 +02:00
Akshay Kashyap
c9069df9f1 Port SpatialSoftmax and remove Robomimic dependency (#182) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-05-16 15:34:10 +01:00
Simon Alibert
89c6be84ca Limit datasets major update (#176) 
Co-authored-by: Quentin Lhoest <42851186+lhoestq@users.noreply.github.com>
Co-authored-by: Quentin Lhoest <lhoest.q@gmail.com>
 2024-05-12 08:15:07 +02:00
Simon Alibert
7bb5b15f4c Remove dependencies upper bounds constraints (#145) 2024-05-08 17:23:10 +00:00
Simon Alibert
eb6bfe01b2 Relax version contraints & poetry lock (#139) 2024-05-06 17:38:29 +02:00
Simon Alibert
f5e76393eb Release cleanup (#132) 
Co-authored-by: Kashif Rasul <kashif.rasul@gmail.com>
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
Co-authored-by: Adil Zouitine <adilzouitinegm@gmail.com>
Co-authored-by: Cadene <re.cadene@gmail.com>
 2024-05-06 03:03:14 +02:00
Remi
19812ca470 Add dataset visualization with rerun.io (#131) 
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
 2024-05-04 16:07:14 +02:00
Simon Alibert
b7b69fcc3d Publish environments (#120) 2024-05-03 16:25:45 +02:00
Remi
b2cda12f87 Add video decoding to LeRobotDataset (#92) 2024-05-03 00:50:19 +02:00
Simon Alibert
791506dfb8 Remove warnings (#111) 
- Replace `use_pretrained_backbone` with `pretrained_backbone_weights`
- Bump diffusers' minimum version `0.26.3` -> `0.27.2`
- Add ignore flags in CI's pytest
- Change Box observation spaces in simulation environments
- Set `version_base="1.2"` in Hydra initializations
- Bump einops' minimum version `0.7.0` -> `0.8.0`
 2024-04-29 00:31:33 +02:00
Adil Zouitine
55dc9f7f51 Refactor the download and publication of the datasets and convert it into CLI script (#95) 
Co-authored-by: Remi <re.cadene@gmail.com>
 2024-04-29 00:08:17 +02:00
Adil Zouitine
81e490d46f Add UMI-gripper dataset (#83) 
Co-authored-by: Remi <re.cadene@gmail.com>
 2024-04-28 18:41:07 +02:00
Simon Alibert
a4b6c5e3b1 Add torchaudio (#110) 2024-04-27 14:00:38 +02:00
Simon Alibert
fdf6a0c4e3 More CI cleanup, add style workflow (#107) 
- Changes on the `test.yml` workflow:
  - Using poetry instead of pip. Contrary to what I wrote in #75, it is possible to use poetry (and have the benefits of shorter install times) without the need for having two separate versions of `pyproject.toml` and `poetry.lock`.
  - Reduce the trigger scope to only run when files in these directories are modified:
    - `lerobot/`
    - `tests/`
    - `examples/`
    - `.github/`
- Add `style.yml` workflow for doing a `ruff check` pass on the code
- More cleanup (removed deprecated workflow)
 2024-04-27 09:37:56 +02:00
Remi
1030ea0070 Loads episode_data_index and stats during dataset __init__ (#85) 
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-04-23 14:13:25 +02:00
Cadene
c6aca7fe44 For Pusht: use hf datasets to train, rename load_data_with_delta_timestamps -> load_previous_and_future_frames 2024-04-16 17:19:06 +00:00
Simon Alibert
70e8de95f7 Clean & update pyproject 2024-04-16 12:09:56 +02:00
Alexander Soare
575891e8ac Merge remote-tracking branch 'upstream/user/rcadene/2024_03_31_remove_torchrl' into refactor_act 2024-04-09 15:19:29 +01:00
Simon Alibert
dfaacbcf5a Split dev/test dependencies 2024-04-09 10:40:11 +02:00
Simon Alibert
2573e89e1d Remove direct dependencies 2024-04-09 10:38:08 +02:00
Alexander Soare
e6c6c2367f Merge remote-tracking branch 'upstream/user/rcadene/2024_03_31_remove_torchrl' into refactor_act 2024-04-09 08:36:28 +01:00
Cadene
19e7661b8d Remove torchrl/tensordict from dependecies + update poetry cpu 2024-04-09 03:50:49 +00:00
Alexander Soare
50e4c8050c Merge remote-tracking branch 'upstream/user/rcadene/2024_03_31_remove_torchrl' into refactor_act 2024-04-08 17:13:11 +01:00
Simon Alibert
3f6dfa4916 Add gym-aloha, rename simxarm -> xarm, refactor 2024-04-08 16:24:11 +02:00
Alexander Soare
e982c732f1 Merge remote-tracking branch 'Cadene/user/rcadene/2024_03_31_remove_torchrl' into refactor_act_remove_torchrl 2024-04-08 09:25:45 +01:00
Alexander Soare
ab2286025b Merge remote-tracking branch 'Cadene/user/rcadene/2024_03_31_remove_torchrl' into refactor_act_remove_torchrl 2024-04-05 18:06:00 +01:00
Alexander Soare
1e71196fe3 backup wip 2024-04-05 17:38:29 +01:00
Simon Alibert
ab3cd3a7ba (WIP) Add gym-xarm 2024-04-05 15:35:20 +02:00
Alexander Soare
9d77f5773d Merge remote-tracking branch 'Cadene/user/rcadene/2024_03_31_remove_torchrl' into refactor_act_remove_torchrl 2024-04-05 11:41:11 +01:00
Cadene
1cdfbc8b52 WIP 
WIP

WIP train.py works, loss going down

WIP eval.py

Fix

WIP (eval running, TODO: verify results reproduced)

Eval works! (testing reproducibility)

WIP

pretrained model pusht reproduces same results as torchrl

pretrained model pusht reproduces same results as torchrl

Remove AbstractPolicy, Move all queues in select_action

WIP test_datasets passed (TODO: re-enable NormalizeTransform)
 2024-04-04 15:31:03 +00:00
Alexander Soare
278336a39a backup wip 2024-04-03 19:23:22 +01:00
Alexander Soare
2b928eedd4 backup wip 2024-04-02 19:11:53 +01:00
Simon Alibert
58df2066a9 Add pytest-cov 2024-03-28 10:35:11 +01:00
Simon Alibert
643d64e2a8 Add cmake 2024-03-27 16:33:26 +01:00
Simon Alibert
0fae5b206b Allow mujoco minor revision updates 2024-03-25 17:25:55 +01:00
Simon Alibert
dc89166bee Upgrade gym to gymnasium 2024-03-25 15:12:21 +01:00
Simon Alibert
0c41675986 fix __init__ import Base 2024-03-25 12:28:07 +01:00
Simon Alibert
1c24bbda3f WIP Upgrading simxam from mujoco-py to mujoco python bindings 2024-03-25 12:28:07 +01:00
Alexander Soare
acf1174447 ready for review 2024-03-21 10:18:50 +00:00
Alexander Soare
5332766a82 revision 2024-03-20 09:45:45 +00:00
Alexander Soare
a45896dc8d Merge remote-tracking branch 'origin/main' into user/alexander-soare/multistep_policy_and_serial_env 2024-03-15 13:05:35 +00:00
Cadene
a311d38796 Add aloha + improve readme 2024-03-15 00:30:11 +00:00
Cadene
19730b3412 Add pusht on hf dataset (WIP) 2024-03-14 16:59:37 +00:00
Alexander Soare
9512d1d2f3 Merge branch 'main' into user/alexander-soare/train_pusht 2024-03-12 19:41:27 +00:00
Remi Cadene
9d002032d1 Add Aloha env and ACT policy 
WIP Aloha env tests pass

Rendering works (fps look fast tho? TODO action bounding is too wide [-1,1])

Update README

Copy past from act repo

Remove download.py add a WIP for Simxarm

Remove download.py add a WIP for Simxarm

Add act yaml (TODO: try train.py)

Training can runs (TODO: eval)

Add tasks without end_effector that are compatible with dataset, Eval can run (TODO: training and pretrained model)

Add AbstractEnv, Refactor AlohaEnv, Add rendering_hook in env, Minor modifications, (TODO: Refactor Pusht and Simxarm)

poetry lock

fix bug in compute_stats for action normalization

fix more bugs in normalization

fix training

fix import

PushtEnv inheriates AbstractEnv, Improve factory Normalization

Add _make_env to EnvAbstract

Add call_rendering_hooks to pusht env

SimxarmEnv inherites from AbstractEnv (NOT TESTED)

Add aloha tests artifacts + update pusht stats

fix image normalization: before env was in [0,1] but dataset in [0,255], and now both in [0,255]

Small fix on simxarm

Add next to obs

Add top camera to Aloha env (TODO: make it compatible with set of cameras)

Add top camera to Aloha env (TODO: make it compatible with set of cameras)
 2024-03-12 10:27:48 +00:00
Alexander Soare
2a01487494 early training loss as expected 2024-03-11 13:34:04 +00:00
Simon Alibert
225eebde40 Add dynamic build versioning 2024-03-11 12:10:46 +01:00