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+ ---
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+ license: apache-2.0
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+ task_categories:
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+ - robotics
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+ tags:
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+ - LeRobot
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+ - franka
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+ - place_container_plate
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+ - dual-arm
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+ - teleoperation
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+ configs:
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+ - config_name: default
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+ data_files: data/*/*.parquet
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+ ---
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+
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+ This dataset was created using [LeRobot](https://github.com/huggingface/lerobot).
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+
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+ ## Dataset Description
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+
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+
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+ # Franka Dual-Arm Place Container Plate Dataset
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+
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+ Move the container to the plate.
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+
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+ ## Hardware
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+ - **Robot**: 2× Franka Emika Panda (7-DOF dual-arm setup)
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+ - **Cameras**: 3× Intel RealSense D435 (256×256 RGB, front + wrist views)
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+
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+
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+ ### State Space (38 dimensions)
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+
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+ **Left Arm (19 dimensions):**
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+ - `tcp_pose` (6): End-effector pose [x, y, z, roll, pitch, yaw] in meters and radians
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+ - `tcp_vel` (6): End-effector velocity [vx, vy, vz, wx, wy, wz] in m/s and rad/s
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+ - `tcp_force` (3): Force at end-effector [fx, fy, fz] in Newtons
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+ - `tcp_torque` (3): Torque at end-effector [tx, ty, tz] in Newton-meters
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+ - `gripper_pose` (1): Gripper opening (0=closed, 1=open)
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+
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+ **Right Arm (19 dimensions):** Same structure as left arm
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+
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+
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+
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+ ### Action Space (14 dimensions)
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+
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+ **Left Arm (7 dimensions):**
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+ - `delta_pose` (6): Incremental pose change [dx, dy, dz, droll, dpitch, dyaw]
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+ - `gripper` (1): Target gripper state (0=closed, 1=open)
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+
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+ **Right Arm (7 dimensions):** Same structure as left arm
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+
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+
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+
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+ - **Homepage:** [More Information Needed]
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+ - **Paper:** [More Information Needed]
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+ - **License:** apache-2.0
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+
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+ ## Dataset Structure
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+
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+ [meta/info.json](meta/info.json):
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+ ```json
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+ {
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+ "codebase_version": "v2.1",
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+ "robot_type": "franka",
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+ "total_episodes": 100,
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+ "total_frames": 13278,
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+ "total_tasks": 1,
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+ "total_videos": 300,
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+ "total_chunks": 1,
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+ "chunks_size": 1000,
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+ "fps": 10,
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+ "splits": {
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+ "train": "0:100"
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+ },
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+ "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
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+ "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
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+ "features": {
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+ "image_front": {
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+ "dtype": "video",
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+ "shape": [
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+ 256,
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+ 256,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channel"
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+ ],
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+ "info": {
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+ "video.height": 256,
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+ "video.width": 256,
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+ "video.codec": "av1",
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+ "video.pix_fmt": "yuv420p",
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+ "video.is_depth_map": false,
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+ "video.fps": 10,
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+ "video.channels": 3,
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+ "has_audio": false
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+ }
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+ },
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+ "image_wrist_left": {
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+ "dtype": "video",
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+ "shape": [
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+ 256,
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+ 256,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channel"
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+ ],
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+ "info": {
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+ "video.height": 256,
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+ "video.width": 256,
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+ "video.codec": "av1",
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+ "video.pix_fmt": "yuv420p",
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+ "video.is_depth_map": false,
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+ "video.fps": 10,
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+ "video.channels": 3,
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+ "has_audio": false
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+ }
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+ },
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+ "image_wrist_right": {
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+ "dtype": "video",
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+ "shape": [
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+ 256,
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+ 256,
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+ 3
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+ ],
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+ "names": [
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+ "height",
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+ "width",
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+ "channel"
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+ ],
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+ "info": {
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+ "video.height": 256,
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+ "video.width": 256,
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+ "video.codec": "av1",
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+ "video.pix_fmt": "yuv420p",
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+ "video.is_depth_map": false,
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+ "video.fps": 10,
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+ "video.channels": 3,
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+ "has_audio": false
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+ }
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+ },
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+ "state": {
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+ "dtype": "float32",
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+ "shape": [
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+ 38
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+ ],
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+ "names": [
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+ "state"
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+ ]
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+ },
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+ "actions": {
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+ "dtype": "float32",
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+ "shape": [
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+ 14
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+ ],
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+ "names": [
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+ "actions"
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+ ]
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+ },
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+ "timestamp": {
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+ "dtype": "float32",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "frame_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "episode_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ },
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+ "task_index": {
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+ "dtype": "int64",
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+ "shape": [
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+ 1
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+ ],
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+ "names": null
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+ }
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+ }
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+ }
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+ ```
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+
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+
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+ ## Citation
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+
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+ **BibTeX:**
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+
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+ ```bibtex
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+ [More Information Needed]
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+ ```