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+ # Niryo Ned2 Dataset – Blue Cube Pick & Place
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+
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+ > **Description:**
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+ > This dataset contains multiple recorded trajectories (episodes) of a **Niryo Ned/Ned2 robotic arm** performing a **pick-and-place** task in **simulation**.
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+ > The robot picks up a **blue cube** and places it to the **right** of its starting position.
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+ > Both the **robot’s initial joint configuration** and the **cube’s initial position** are randomized per episode.
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+
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+ ---
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+
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+ ## Task Instruction
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+ Each episode corresponds to the following instruction:
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+ **"Place the blue cube to the right of the robot."**
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+
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+ ---
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+
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+ ## Dataset Structure
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+
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+ Each episode contains:
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+
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+ - **Observation**
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+ - `observation.state`: current joint position
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+ - `observation.images.env1`: 256×256 RGB image from the **first camera view**
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+ - `observation.images.env2`: 256×256 RGB image from the **second camera view**
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+ - **Action**
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+ - `action`: target joint position
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+ - **Recording Rate**
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+ - One step recorded every **0.333 seconds** (≈ 3 steps per second).
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+ - Each step contains joint state, next action, and images.
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+
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+ ---
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+
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+ ## Highlights
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+ - **Task:** Pick & Place of a blue cube (grasp → place to the right)
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+ - **Instruction:** Uniform language instruction for all episodes
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+ - **Robot system:** Niryo Ned/Ned2 (6-DOF arm)
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+ - **Data source:** Recorded in **simulation**
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+ - **Trajectories:** Multiple episodes with randomized initial states
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+
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+ ---