(WIP) Add gym-xarm

lerobot/common/envs/factory.py

@@ -9,9 +9,17 @@ def make_env(cfg, num_parallel_envs=0) -> gym.Env | gym.vector.SyncVectorEnv:
     kwargs = {}
 
     if cfg.env.name == "simxarm":
-        kwargs["task"] = cfg.env.task
+        import gym_xarm  # noqa: F401
+
+        assert cfg.env.task == "lift"
+        env_fn = lambda: gym.make(
+            "gym_xarm/XarmLift-v0",
+            render_mode="rgb_array",
+            max_episode_steps=cfg.env.episode_length,
+            **kwargs,
+        )
     elif cfg.env.name == "pusht":
-        import gym_pusht  # noqa
+        import gym_pusht  # noqa: F401
 
         # assert kwargs["seed"] > 200, "Seed 0-200 are used for the demonstration dataset, so we don't want to seed the eval env with this range."
         kwargs.update(

poetry.lock

@@ -900,7 +900,27 @@ shapely = "^2.0.3"
 type = "git"
 url = "git@github.com:huggingface/gym-pusht.git"
 reference = "HEAD"
-resolved_reference = "d7e1a39a31b1368741e9674791007d7cccf046a3"
+resolved_reference = "0fe4449cca5a2b08f529f7a07fbf5b9df24962ec"
+
+[[package]]
+name = "gym-xarm"
+version = "0.1.0"
+description = "A gym environment for xArm"
+optional = true
+python-versions = "^3.10"
+files = []
+develop = false
+
+[package.dependencies]
+gymnasium = "^0.29.1"
+gymnasium-robotics = "^1.2.4"
+mujoco = "^2.3.7"
+
+[package.source]
+type = "git"
+url = "git@github.com:huggingface/gym-xarm.git"
+reference = "HEAD"
+resolved_reference = "2eb83fc4fc871b9d271c946d169e42f226ac3a7c"
 
 [[package]]
 name = "gymnasium"
@@ -3611,8 +3631,9 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 
 [extras]
 pusht = ["gym_pusht"]
+xarm = ["gym_xarm"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "3eee17e4bf2b7a570f41ef9c400ec5a24a3113f62a13162229cf43504ca0d005"
+content-hash = "c9524cdf000eaa755a2ab3be669118222b4f8b1c262013f103f6874cbd54eeb6"

pyproject.toml

@@ -53,9 +53,13 @@ gymnasium-robotics = "^1.2.4"
 gymnasium = "^0.29.1"
 cmake = "^3.29.0.1"
 gym_pusht = { git = "git@github.com:huggingface/gym-pusht.git", optional = true}
+gym_xarm = { git = "git@github.com:huggingface/gym-xarm.git", optional = true}
+# gym_pusht = { path = "../gym-pusht", develop = true, optional = true}
+# gym_xarm = { path = "../gym-xarm", develop = true, optional = true}
 
 [tool.poetry.extras]
 pusht = ["gym_pusht"]
+xarm = ["gym_xarm"]
 
 [tool.poetry.group.dev.dependencies]
 pre-commit = "^3.6.2"

tests/test_envs.py

@@ -3,6 +3,8 @@ from tensordict import TensorDict
 import torch
 from torchrl.envs.utils import check_env_specs, step_mdp
 from lerobot.common.datasets.factory import make_dataset
+import gymnasium as gym
+from gymnasium.utils.env_checker import check_env
 
 from lerobot.common.envs.aloha.env import AlohaEnv
 from lerobot.common.envs.factory import make_env
@@ -61,29 +63,26 @@ def test_aloha(task, from_pixels, pixels_only):
 
 
 @pytest.mark.parametrize(
-    "task,from_pixels,pixels_only",
+    "task, obs_type",
     [
-        ("lift", False, False),
+        ("XarmLift-v0", "state"),
-        ("lift", True, False),
+        ("XarmLift-v0", "pixels"),
-        ("lift", True, True),
+        ("XarmLift-v0", "pixels_agent_pos"),
         # TODO(aliberts): Add simxarm other tasks
-        # ("reach", False, False),
-        # ("reach", True, False),
-        # ("push", False, False),
-        # ("push", True, False),
-        # ("peg_in_box", False, False),
-        # ("peg_in_box", True, False),
     ],
 )
-def test_simxarm(task, from_pixels, pixels_only):
+def test_xarm(env_task, obs_type):
-    env = SimxarmEnv(
+    import gym_xarm
-        task,
+    env = gym.make(f"gym_xarm/{env_task}", obs_type=obs_type)
-        from_pixels=from_pixels,
+    # env = SimxarmEnv(
-        pixels_only=pixels_only,
+    #     task,
-        image_size=84 if from_pixels else None,
+    #     from_pixels=from_pixels,
-    )
+    #     pixels_only=pixels_only,
+    #     image_size=84 if from_pixels else None,
+    # )
     # print_spec_rollout(env)
-    check_env_specs(env)
+    # check_env_specs(env)
+    check_env(env)
 
 
 @pytest.mark.parametrize(