fix environment seeding

add fixes for reproducibility

only try to start env if it is closed

revision

fix normalization and data type

Improve README

Improve README

Tests are passing, Eval pretrained model works, Add gif

Update gif

Update gif

Update gif

Update gif

Update README

Update README

update minor

Update README.md

Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>

Update README.md

Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>

Address suggestions

Update thumbnail + stats

Update thumbnail + stats

Update README.md

Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>

Add more comments

Add test_examples.py
This commit is contained in:
Alexander Soare
2024-03-22 13:25:23 +00:00
committed by Cadene
parent 203bcd7ca5
commit 1a1308d62f
32 changed files with 686 additions and 282 deletions

View File

@@ -0,0 +1,22 @@
from torchrl.data.replay_buffers import SamplerWithoutReplacement
import lerobot
from lerobot.common.datasets.aloha import AlohaDataset
from lerobot.scripts.visualize_dataset import render_dataset
print(lerobot.available_datasets)
# >>> ['aloha_sim_insertion_human', 'aloha_sim_insertion_scripted', 'aloha_sim_transfer_cube_human', 'aloha_sim_transfer_cube_scripted', 'pusht', 'xarm_lift_medium']
# we use this sampler to sample 1 frame after the other
sampler = SamplerWithoutReplacement(shuffle=False)
dataset = AlohaDataset("aloha_sim_transfer_cube_human", sampler=sampler)
video_paths = render_dataset(
dataset,
out_dir="outputs/visualize_dataset/example",
max_num_samples=300,
fps=50,
)
print(video_paths)
# ['outputs/visualize_dataset/example/episode_0.mp4']