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- .gitattributes +63 -0
- README.md +3 -39
- doc/img/logo/logo8.png +0 -0
- doc/img/task_gif/AntRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandBlockStackRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandBottleCapRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandCatchAbreastRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandCatchOver2UnderarmRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandCatchUnderarmRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandDoorCloseInwardRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandDoorCloseOutwardRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandDoorOpenInwardRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandDoorOpenOutwardRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandGraspAndPlaceRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandLiftUnderarmRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandOverRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandPenRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandPushBlockRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandReOrientationRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandScissorsRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandSwingCupRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandSwitchRofuncRLPPO.gif +3 -0
- doc/img/task_gif/BiShadowHandTwoCatchUnderarmRofuncRLPPO.gif +3 -0
- doc/img/task_gif/Bruce_Random_Motion.gif +3 -0
- doc/img/task_gif/Bruce_perturb.gif +3 -0
- doc/img/task_gif/Bruce_perturb2.gif +3 -0
- doc/img/task_gif/Bruce_wave.gif +3 -0
- doc/img/task_gif/CURICabinetRofuncRLPPO.gif +3 -0
- doc/img/task_gif/CURICoffeeStirring.gif +3 -0
- doc/img/task_gif/CURIQbSoftHandSynergyGraspHammerRofuncRLPPO.gif +3 -0
- doc/img/task_gif/CURIQbSoftHandSynergyGraspKnifeRofuncRLPPO.gif +3 -0
- doc/img/task_gif/CURIQbSoftHandSynergyGraspLarge_clampRofuncRLPPO.gif +3 -0
- doc/img/task_gif/CURIQbSoftHandSynergyGraspLarge_markerRofuncRLPPO.gif +3 -0
- doc/img/task_gif/CURIQbSoftHandSynergyGraspMugRofuncRLPPO.gif +3 -0
- doc/img/task_gif/CURIQbSoftHandSynergyGraspPhillips_Screw_DriverRofuncRLPPO.gif +3 -0
- doc/img/task_gif/CURIQbSoftHandSynergyGraspPower_drillRofuncRLPPO.gif +3 -0
- doc/img/task_gif/CURIQbSoftHandSynergyGraspScissorsRofuncRLPPO.gif +3 -0
- doc/img/task_gif/CURIQbSoftHandSynergyGraspSpatulaRofuncRLPPO.gif +3 -0
- doc/img/task_gif/CURIScrew.gif +3 -0
- doc/img/task_gif/CURITaichiPushingHand.gif +3 -0
- doc/img/task_gif/FrankaCabinetRofuncRLPPO.gif +3 -0
- doc/img/task_gif/H1_Random_Motion.gif +3 -0
- doc/img/task_gif/H1_multi_motion.gif +3 -0
- doc/img/task_gif/H1_perturb.gif +3 -0
- doc/img/task_gif/H1_perturb2.gif +3 -0
- doc/img/task_gif/H1_wave.gif +3 -0
- doc/img/task_gif/HumanoidASEGetupSwordShieldRofuncRLASE.gif +3 -0
- doc/img/task_gif/HumanoidASEHeadingSwordShieldRofuncRLASE.gif +3 -0
- doc/img/task_gif/HumanoidASELocationSwordShieldRofuncRLASE.gif +3 -0
- doc/img/task_gif/HumanoidASEPerturbSwordShieldRofuncRLASE.gif +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/AntRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandBlockStackRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandBottleCapRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandCatchAbreastRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandCatchOver2UnderarmRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandCatchUnderarmRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandDoorCloseInwardRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandDoorCloseOutwardRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandDoorOpenInwardRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandDoorOpenOutwardRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandGraspAndPlaceRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandLiftUnderarmRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandOverRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandPenRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandPushBlockRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandReOrientationRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandScissorsRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandSwingCupRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandSwitchRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/BiShadowHandTwoCatchUnderarmRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/Bruce_Random_Motion.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/Bruce_perturb.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/Bruce_perturb2.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/Bruce_wave.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/CURICabinetRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/CURICoffeeStirring.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/CURIQbSoftHandSynergyGraspHammerRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/CURIQbSoftHandSynergyGraspKnifeRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/CURIQbSoftHandSynergyGraspLarge_clampRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/CURIQbSoftHandSynergyGraspLarge_markerRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/CURIQbSoftHandSynergyGraspMugRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/CURIQbSoftHandSynergyGraspPhillips_Screw_DriverRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/CURIQbSoftHandSynergyGraspPower_drillRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/CURIQbSoftHandSynergyGraspScissorsRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/CURIQbSoftHandSynergyGraspSpatulaRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/CURIScrew.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/CURITaichiPushingHand.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/FrankaCabinetRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/H1_Random_Motion.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/H1_multi_motion.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/H1_perturb.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/H1_perturb2.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/H1_wave.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/HumanoidASEGetupSwordShieldRofuncRLASE.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/HumanoidASEHeadingSwordShieldRofuncRLASE.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/HumanoidASEPerturbSwordShieldRofuncRLASE.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/HumanoidASEStrikeSwordShieldRofuncRLASE.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/HumanoidDanceRofuncRLAMP.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/HumanoidFlipRofuncRLAMP.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/HumanoidHopRofuncRLAMP.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/HumanoidRofuncRLPPO.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/HumanoidRunRofuncRLAMP.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/NAVIAI_multi_motion.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/UDH_Random_Motion.gif filter=lfs diff=lfs merge=lfs -text
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doc/img/task_gif/UDH_multi_motion.gif filter=lfs diff=lfs merge=lfs -text
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README.md
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license: gpl-3.0
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---
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# Rofunc: The Full Process Python Package for Robot Learning from Demonstration and Robot Manipulation
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[](https://pypi.org/project/rofunc/)
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[](https://github.com/Skylark0924/Rofunc/issues?q=is%3Aissue+is%3Aclosed)
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[](https://github.com/Skylark0924/Rofunc/issues?q=is%3Aopen+is%3Aissue)
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[](https://rofunc.readthedocs.io/en/latest/?badge=latest)
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[](https://actions-badge.atrox.dev/Skylark0924/Rofunc/goto?ref=main)
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**Repository address: https://github.com/Skylark0924/Rofunc** <br>
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**Documentation: https://rofunc.readthedocs.io/**
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<img src="doc/img/task_gif/CURIQbSoftHandSynergyGraspSpatulaRofuncRLPPO.gif" width=25% /><img src="doc/img/task_gif/CURIQbSoftHandSynergyGraspPower_drillRofuncRLPPO.gif" width=25% /><img src="doc/img/task_gif/CURIQbSoftHandSynergyGraspPhillips_Screw_DriverRofuncRLPPO.gif" width=25% /><img src="doc/img/task_gif/CURIQbSoftHandSynergyGraspLarge_clampRofuncRLPPO.gif" width=25% />
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<img src="doc/img/task_gif/CURICoffeeStirring.gif" width=33.3% /><img src="doc/img/task_gif/CURIScrew.gif" width=33.3% /><img src="doc/img/task_gif/CURITaichiPushingHand.gif" width=33.3% />
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<img src="doc/img/task_gif/UDH_Random_Motion.gif" width=25% /><img src="doc/img/task_gif/H1_Random_Motion.gif" width=25% /><img src="doc/img/task_gif/Bruce_Random_Motion.gif" width=25% /><img src="doc/img/task_gif/Walker_Random_Motion.gif" width=25% />
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<img src="doc/img/task_gif/HumanoidFlipRofuncRLAMP.gif" width=33.3% /><img src="doc/img/task_gif/HumanoidDanceRofuncRLAMP.gif" width=33.3% /><img src="doc/img/task_gif/HumanoidRunRofuncRLAMP.gif" width=33.3% />
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<img src="doc/img/task_gif/HumanoidASEHeadingSwordShieldRofuncRLASE.gif" width=33.3% /><img src="doc/img/task_gif/HumanoidASEStrikeSwordShieldRofuncRLASE.gif" width=33.3% /><img src="doc/img/task_gif/HumanoidASELocationSwordShieldRofuncRLASE.gif" width=33.3% />
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<img src="doc/img/task_gif/BiShadowHandLiftUnderarmRofuncRLPPO.gif" width=33.3% /><img src="doc/img/task_gif/BiShadowHandDoorOpenOutwardRofuncRLPPO.gif" width=33.3% /><img src="doc/img/task_gif/BiShadowHandSwingCupRofuncRLPPO.gif" width=33.3% />
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Rofunc package focuses on the **Imitation Learning (IL), Reinforcement Learning (RL) and Learning from Demonstration (LfD)** for **(Humanoid) Robot Manipulation**. It provides valuable and convenient python functions, including
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_demonstration collection, data pre-processing, LfD algorithms, planning, and control methods_. We also provide an
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`IsaacGym` and `OmniIsaacGym` based robot simulator for evaluation. This package aims to advance the field by building a full-process
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toolkit and validation platform that simplifies and standardizes the process of demonstration data collection,
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processing, learning, and its deployment on robots.
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## Usage
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---
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license: gpl-3.0
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doc/img/logo/logo8.png
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doc/img/task_gif/AntRofuncRLPPO.gif
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Git LFS Details
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doc/img/task_gif/BiShadowHandBlockStackRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandBottleCapRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandCatchAbreastRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandCatchOver2UnderarmRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandCatchUnderarmRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandDoorCloseInwardRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandDoorCloseOutwardRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandDoorOpenInwardRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandDoorOpenOutwardRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandGraspAndPlaceRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandLiftUnderarmRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandOverRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandPenRofuncRLPPO.gif
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Git LFS Details
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doc/img/task_gif/BiShadowHandPushBlockRofuncRLPPO.gif
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Git LFS Details
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doc/img/task_gif/BiShadowHandReOrientationRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandScissorsRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandSwingCupRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandSwitchRofuncRLPPO.gif
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doc/img/task_gif/BiShadowHandTwoCatchUnderarmRofuncRLPPO.gif
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Git LFS Details
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doc/img/task_gif/Bruce_Random_Motion.gif
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Git LFS Details
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doc/img/task_gif/Bruce_perturb.gif
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Git LFS Details
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doc/img/task_gif/Bruce_perturb2.gif
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Git LFS Details
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doc/img/task_gif/Bruce_wave.gif
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Git LFS Details
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doc/img/task_gif/CURICabinetRofuncRLPPO.gif
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Git LFS Details
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doc/img/task_gif/CURICoffeeStirring.gif
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Git LFS Details
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doc/img/task_gif/CURIQbSoftHandSynergyGraspHammerRofuncRLPPO.gif
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Git LFS Details
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doc/img/task_gif/CURIQbSoftHandSynergyGraspKnifeRofuncRLPPO.gif
ADDED
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Git LFS Details
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doc/img/task_gif/CURIQbSoftHandSynergyGraspLarge_clampRofuncRLPPO.gif
ADDED
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Git LFS Details
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doc/img/task_gif/CURIQbSoftHandSynergyGraspLarge_markerRofuncRLPPO.gif
ADDED
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Git LFS Details
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doc/img/task_gif/CURIQbSoftHandSynergyGraspMugRofuncRLPPO.gif
ADDED
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Git LFS Details
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doc/img/task_gif/CURIQbSoftHandSynergyGraspPhillips_Screw_DriverRofuncRLPPO.gif
ADDED
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Git LFS Details
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doc/img/task_gif/CURIQbSoftHandSynergyGraspPower_drillRofuncRLPPO.gif
ADDED
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Git LFS Details
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doc/img/task_gif/CURIQbSoftHandSynergyGraspScissorsRofuncRLPPO.gif
ADDED
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Git LFS Details
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doc/img/task_gif/CURIQbSoftHandSynergyGraspSpatulaRofuncRLPPO.gif
ADDED
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Git LFS Details
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doc/img/task_gif/CURIScrew.gif
ADDED
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Git LFS Details
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doc/img/task_gif/CURITaichiPushingHand.gif
ADDED
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Git LFS Details
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doc/img/task_gif/FrankaCabinetRofuncRLPPO.gif
ADDED
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Git LFS Details
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doc/img/task_gif/H1_Random_Motion.gif
ADDED
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Git LFS Details
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doc/img/task_gif/H1_multi_motion.gif
ADDED
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Git LFS Details
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doc/img/task_gif/H1_perturb.gif
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Git LFS Details
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doc/img/task_gif/H1_perturb2.gif
ADDED
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Git LFS Details
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doc/img/task_gif/H1_wave.gif
ADDED
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Git LFS Details
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doc/img/task_gif/HumanoidASEGetupSwordShieldRofuncRLASE.gif
ADDED
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Git LFS Details
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doc/img/task_gif/HumanoidASEHeadingSwordShieldRofuncRLASE.gif
ADDED
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Git LFS Details
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doc/img/task_gif/HumanoidASELocationSwordShieldRofuncRLASE.gif
ADDED
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Git LFS Details
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doc/img/task_gif/HumanoidASEPerturbSwordShieldRofuncRLASE.gif
ADDED
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Git LFS Details
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