|
6 | 6 | [](https://pytorchkorea.github.io/Awesome-Physical-AI) |
7 | 7 | [](https://pytorchkorea.github.io/Awesome-Physical-AI) |
8 | 8 | [](https://pytorchkorea.github.io/Awesome-Physical-AI) |
9 | | -[](https://github.com/PyTorchKorea/Awesome-Physical-AI) |
| 9 | +[](https://github.com/PyTorchKorea/Awesome-Physical-AI) |
10 | 10 | [](https://pytorchkorea.github.io/Awesome-Physical-AI) |
11 | 11 |
|
12 | 12 | > **[👉 인터랙티브 대시보드에서 필터링 및 시각화 보기 | View Interactive Dashboard](https://pytorchkorea.github.io/Awesome-Physical-AI)** |
|
28 | 28 |
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29 | 29 | | Name | Organization | Year | Category | Hardware | Learning | ⭐ Stars | Links | |
30 | 30 | |------|-------------|------|----------|----------|----------|---------|-------| |
31 | | -| [Genesis](https://github.com/Genesis-Embodied-AI/Genesis) | Genesis Authors (MIT/CMU/Stanford) | 2024 | manipulation, locomotion, navigation | manipulator, humanoid, quadruped, mobile, drone | RL, sim2real | 22,000 | [📄](https://arxiv.org/abs/2501.00599) | |
32 | | -| [LeRobot](https://github.com/huggingface/lerobot) | Hugging Face | 2024 | manipulation | manipulator | IL, diffusion, VLA | 9,800 | [📄](https://arxiv.org/abs/2408.01730) [🤗](https://huggingface.co/lerobot) | |
33 | | -| [openpi (π0 Open Implementation)](https://github.com/Physical-Intelligence/openpi) | Physical Intelligence | 2025 | manipulation, dexterous | manipulator, humanoid | VLA, diffusion | 5,800 | [📄](https://arxiv.org/abs/2410.24164) [🤗](https://huggingface.co/physical-intelligence/pi0) | |
34 | | -| [π0 (pi-zero)](https://github.com/Physical-Intelligence/openpi) | Physical Intelligence | 2024 | manipulation, whole-body | manipulator, humanoid | VLA, diffusion | 4,200 | [📄](https://arxiv.org/abs/2410.24164) [🤗](https://huggingface.co/physical-intelligence) | |
35 | | -| [Isaac Lab](https://github.com/isaac-sim/IsaacLab) | NVIDIA | 2023 | manipulation, locomotion, navigation | manipulator, humanoid, quadruped, mobile | RL, IL, sim2real | 3,400 | [📄](https://arxiv.org/abs/2301.04195) | |
36 | | -| [ACT (Action Chunking with Transformers)](https://github.com/tonyzhaozh/act) | Stanford | 2023 | manipulation, dexterous | manipulator | IL | 3,100 | [📄](https://arxiv.org/abs/2304.13705) | |
37 | | -| [GR00T N1](https://github.com/NVIDIA/Isaac-GR00T) | NVIDIA | 2025 | manipulation, whole-body | humanoid | VLA, IL | 3,100 | [📄](https://arxiv.org/abs/2503.14734) [🤗](https://huggingface.co/nvidia/GR00T-N1-2B) | |
38 | | -| [Diffusion Policy](https://github.com/real-stanford/diffusion_policy) | Columbia University | 2023 | manipulation | manipulator | IL, diffusion | 2,800 | [📄](https://arxiv.org/abs/2303.04137) | |
39 | | -| [Mobile ALOHA](https://github.com/MarkFzp/mobile-aloha) | Stanford | 2024 | manipulation, navigation, whole-body | mobile, manipulator | IL | 2,200 | [📄](https://arxiv.org/abs/2401.02117) | |
40 | | -| [OpenVLA](https://github.com/openvla/openvla) | Stanford / UC Berkeley | 2024 | manipulation | manipulator | VLA | 2,100 | [📄](https://arxiv.org/abs/2406.09246) [🤗](https://huggingface.co/openvla/openvla-7b) | |
41 | | -| [Octo](https://github.com/octo-models/octo) | UC Berkeley / Stanford / CMU / others | 2023 | manipulation | manipulator, mobile | IL, VLA | 1,700 | [📄](https://arxiv.org/abs/2405.12213) [🤗](https://huggingface.co/rail-berkeley/octo-base) | |
42 | | -| [HumanPlus](https://github.com/MarkFzp/humanplus) | Stanford | 2024 | manipulation, whole-body | humanoid | IL | 1,600 | [📄](https://arxiv.org/abs/2406.10454) | |
43 | | -| [RoboFlamingo](https://github.com/RoboFlamingo/RoboFlamingo) | ByteDance | 2023 | manipulation | manipulator | VLA | 980 | [📄](https://arxiv.org/abs/2311.01378) | |
44 | | -| [GR-1](https://github.com/bytedance/GR-1) | BAAI / Beijing Academy of AI | 2024 | manipulation | manipulator | VLA, IL | 720 | [📄](https://arxiv.org/abs/2312.13139) | |
45 | | -| [CrossFormer](https://github.com/rail-berkeley/crossformer) | UC Berkeley / others | 2024 | manipulation | manipulator, mobile | IL, VLA | 520 | [📄](https://arxiv.org/abs/2408.11812) [🤗](https://huggingface.co/rail-berkeley/crossformer) | |
| 31 | +| [Genesis](https://github.com/Genesis-Embodied-AI/Genesis) | Genesis Authors (MIT/CMU/Stanford) | 2024 | manipulation, locomotion, navigation | manipulator, humanoid, quadruped, mobile, drone | RL, sim2real | 28,523 | [📄](https://arxiv.org/abs/2501.00599) | |
| 32 | +| [LeRobot](https://github.com/huggingface/lerobot) | Hugging Face | 2024 | manipulation | manipulator | IL, diffusion, VLA | 23,337 | [📄](https://arxiv.org/abs/2408.01730) [🤗](https://huggingface.co/lerobot) | |
| 33 | +| [π0 (pi-zero)](https://github.com/Physical-Intelligence/openpi) | Physical Intelligence | 2024 | manipulation, whole-body | manipulator, humanoid | VLA, diffusion | 11,365 | [📄](https://arxiv.org/abs/2410.24164) [🤗](https://huggingface.co/physical-intelligence) | |
| 34 | +| [openpi (π0 Open Implementation)](https://github.com/Physical-Intelligence/openpi) | Physical Intelligence | 2025 | manipulation, dexterous | manipulator, humanoid | VLA, diffusion | 11,365 | [📄](https://arxiv.org/abs/2410.24164) [🤗](https://huggingface.co/physical-intelligence/pi0) | |
| 35 | +| [Isaac Lab](https://github.com/isaac-sim/IsaacLab) | NVIDIA | 2023 | manipulation, locomotion, navigation | manipulator, humanoid, quadruped, mobile | RL, IL, sim2real | 6,962 | [📄](https://arxiv.org/abs/2301.04195) | |
| 36 | +| [GR00T N1](https://github.com/NVIDIA/Isaac-GR00T) | NVIDIA | 2025 | manipulation, whole-body | humanoid | VLA, IL | 6,729 | [📄](https://arxiv.org/abs/2503.14734) [🤗](https://huggingface.co/nvidia/GR00T-N1-2B) | |
| 37 | +| [OpenVLA](https://github.com/openvla/openvla) | Stanford / UC Berkeley | 2024 | manipulation | manipulator | VLA | 5,936 | [📄](https://arxiv.org/abs/2406.09246) [🤗](https://huggingface.co/openvla/openvla-7b) | |
| 38 | +| [Mobile ALOHA](https://github.com/MarkFzp/mobile-aloha) | Stanford | 2024 | manipulation, navigation, whole-body | mobile, manipulator | IL | 4,407 | [📄](https://arxiv.org/abs/2401.02117) | |
| 39 | +| [Diffusion Policy](https://github.com/real-stanford/diffusion_policy) | Columbia University | 2023 | manipulation | manipulator | IL, diffusion | 4,026 | [📄](https://arxiv.org/abs/2303.04137) | |
| 40 | +| [ACT (Action Chunking with Transformers)](https://github.com/tonyzhaozh/act) | Stanford | 2023 | manipulation, dexterous | manipulator | IL | 1,879 | [📄](https://arxiv.org/abs/2304.13705) | |
| 41 | +| [Octo](https://github.com/octo-models/octo) | UC Berkeley / Stanford / CMU / others | 2023 | manipulation | manipulator, mobile | IL, VLA | 1,623 | [📄](https://arxiv.org/abs/2405.12213) [🤗](https://huggingface.co/rail-berkeley/octo-base) | |
| 42 | +| [HumanPlus](https://github.com/MarkFzp/humanplus) | Stanford | 2024 | manipulation, whole-body | humanoid | IL | 837 | [📄](https://arxiv.org/abs/2406.10454) | |
| 43 | +| [RoboFlamingo](https://github.com/RoboFlamingo/RoboFlamingo) | ByteDance | 2023 | manipulation | manipulator | VLA | 429 | [📄](https://arxiv.org/abs/2311.01378) | |
| 44 | +| [GR-1](https://github.com/bytedance/GR-1) | BAAI / Beijing Academy of AI | 2024 | manipulation | manipulator | VLA, IL | 309 | [📄](https://arxiv.org/abs/2312.13139) | |
| 45 | +| [CrossFormer](https://github.com/rail-berkeley/crossformer) | UC Berkeley / others | 2024 | manipulation | manipulator, mobile | IL, VLA | 282 | [📄](https://arxiv.org/abs/2408.11812) [🤗](https://huggingface.co/rail-berkeley/crossformer) | |
46 | 46 |
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47 | 47 | --- |
48 | 48 |
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52 | 52 |
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53 | 53 | | Name | Organization | Year | Category | Source | Modality | Trajectories | ⭐ Stars | Links | |
54 | 54 | |------|-------------|------|----------|--------|----------|-------------|---------|-------| |
55 | | -| [Meta-World](https://github.com/Farama-Foundation/Metaworld) | Stanford / Berkeley | 2019 | manipulation | simulation | proprioception | — | 1,400 | [📄](https://arxiv.org/abs/1910.10897) | |
56 | | -| [ManiSkill2](https://github.com/haosulab/ManiSkill) | UC San Diego / Shanghai AI Lab | 2023 | manipulation, dexterous | simulation | rgb, rgbd, proprioception | 36,000 | 1,200 | [📄](https://arxiv.org/abs/2302.04659) [🤗](https://huggingface.co/datasets/haosulab/ManiSkill) | |
57 | | -| [Open X-Embodiment (OXE)](https://github.com/google-deepmind/open_x_embodiment) | Google DeepMind / RT-X Team | 2023 | manipulation | real, teleoperation | rgb, rgbd, proprioception | 1,000,000 | 1,100 | [📄](https://arxiv.org/abs/2310.08864) [🤗](https://huggingface.co/datasets/jxu124/OpenX-Embodiment) | |
58 | | -| [DROID](https://github.com/droid-dataset/droid) | UC Berkeley / Stanford / others | 2024 | manipulation | real, teleoperation | rgb, rgbd, proprioception | 76,000 | 680 | [📄](https://arxiv.org/abs/2403.12945) [🤗](https://huggingface.co/datasets/droid-dataset/droid) | |
59 | | -| [HumanoidBench](https://github.com/carlosferrazza/humanoid-bench) | CMU / UC San Diego / MIT | 2024 | locomotion, manipulation, whole-body | simulation | rgb, proprioception | — | 560 | [📄](https://arxiv.org/abs/2403.10506) | |
60 | | -| [LIBERO](https://github.com/Lifelong-Robot-Learning/LIBERO) | UMass Amherst / Bosch | 2023 | manipulation | simulation | rgb, proprioception | 130,000 | 480 | [📄](https://arxiv.org/abs/2306.03310) [🤗](https://huggingface.co/datasets/openvla/modified_libero_spatial) | |
| 55 | +| [ManiSkill2](https://github.com/haosulab/ManiSkill) | UC San Diego / Shanghai AI Lab | 2023 | manipulation, dexterous | simulation | rgb, rgbd, proprioception | 36,000 | 2,797 | [📄](https://arxiv.org/abs/2302.04659) [🤗](https://huggingface.co/datasets/haosulab/ManiSkill) | |
| 56 | +| [Meta-World](https://github.com/Farama-Foundation/Metaworld) | Stanford / Berkeley | 2019 | manipulation | simulation | proprioception | — | 1,793 | [📄](https://arxiv.org/abs/1910.10897) | |
| 57 | +| [Open X-Embodiment (OXE)](https://github.com/google-deepmind/open_x_embodiment) | Google DeepMind / RT-X Team | 2023 | manipulation | real, teleoperation | rgb, rgbd, proprioception | 1,000,000 | 1,782 | [📄](https://arxiv.org/abs/2310.08864) [🤗](https://huggingface.co/datasets/jxu124/OpenX-Embodiment) | |
| 58 | +| [LIBERO](https://github.com/Lifelong-Robot-Learning/LIBERO) | UMass Amherst / Bosch | 2023 | manipulation | simulation | rgb, proprioception | 130,000 | 1,742 | [📄](https://arxiv.org/abs/2306.03310) [🤗](https://huggingface.co/datasets/openvla/modified_libero_spatial) | |
| 59 | +| [HumanoidBench](https://github.com/carlosferrazza/humanoid-bench) | CMU / UC San Diego / MIT | 2024 | locomotion, manipulation, whole-body | simulation | rgb, proprioception | — | 748 | [📄](https://arxiv.org/abs/2403.10506) | |
61 | 60 | | [RoboAgent Dataset](https://github.com/rail-berkeley/roboagent) | CMU | 2023 | manipulation | real, teleoperation | rgb, proprioception | 7,500 | 390 | [📄](https://arxiv.org/abs/2309.01918) | |
62 | | -| [Language-Table](https://github.com/google-research/language-table) | Google | 2023 | manipulation | real, simulation, teleoperation | rgb, proprioception | 600,000 | 340 | [📄](https://arxiv.org/abs/2210.01911) [🤗](https://huggingface.co/datasets/google/language_table) | |
63 | | -| [BridgeData V2](https://github.com/rail-berkeley/bridge_data_v2) | UC Berkeley | 2023 | manipulation | real, teleoperation | rgb, proprioception | 60,096 | 320 | [📄](https://arxiv.org/abs/2308.12952) [🤗](https://huggingface.co/datasets/rail-berkeley/bridge_orig) | |
64 | | -| [RH20T](https://github.com/rh20t/rh20t_api) | Shanghai AI Lab | 2023 | manipulation, dexterous | real, teleoperation | rgb, rgbd, tactile, proprioception, audio | 110,000 | 285 | [📄](https://arxiv.org/abs/2307.00595) | |
| 61 | +| [Language-Table](https://github.com/google-research/language-table) | Google | 2023 | manipulation | real, simulation, teleoperation | rgb, proprioception | 600,000 | 356 | [📄](https://arxiv.org/abs/2210.01911) [🤗](https://huggingface.co/datasets/google/language_table) | |
| 62 | +| [DROID](https://github.com/droid-dataset/droid) | UC Berkeley / Stanford / others | 2024 | manipulation | real, teleoperation | rgb, rgbd, proprioception | 76,000 | 345 | [📄](https://arxiv.org/abs/2403.12945) [🤗](https://huggingface.co/datasets/droid-dataset/droid) | |
| 63 | +| [BridgeData V2](https://github.com/rail-berkeley/bridge_data_v2) | UC Berkeley | 2023 | manipulation | real, teleoperation | rgb, proprioception | 60,096 | 279 | [📄](https://arxiv.org/abs/2308.12952) [🤗](https://huggingface.co/datasets/rail-berkeley/bridge_orig) | |
| 64 | +| [RH20T](https://github.com/rh20t/rh20t_api) | Shanghai AI Lab | 2023 | manipulation, dexterous | real, teleoperation | rgb, rgbd, tactile, proprioception, audio | 110,000 | 105 | [📄](https://arxiv.org/abs/2307.00595) | |
65 | 65 |
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66 | 66 | --- |
67 | 67 |
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