Repository
THE EMBODIED AI DIRECTORY
Robot learning frameworks
Find training workflows for imitation learning, reinforcement learning and robotic policy adaptation.
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mulligan · ankile
Performance-guided data-collection research for on-robot learning.
Robot learning frameworks
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myagv ros · elephantrobotics
ROS applications for the myAGV mobile robot, including mapping and navigation.
Robot learning frameworks
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nao meshes · ros-naoqi
Mesh installation package for the NAO robot.
Robot learning frameworks
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Octo · ArrebolBlack
This Octo deployment project covers teleoperation, RLDS collection and fine-tuning for Universal Robots arms.
Robot learning frameworks
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OmniIsaacGymEnvs · isaac-sim
Reinforcement learning environments for Isaac Gym in Isaac Sim.
Robot learning frameworks
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open drawer · Akbro23
A touch-guided drawer-opening experiment with pi0.5 and Genesis.
Robot learning frameworks
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phd thesis · AndrejOrsula
A thesis on robot learning and adaptive autonomy in space.
Robot learning frameworks
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Physical AI Operating System · autonomous-ai
An operating-system project connecting AI agents with physical hardware.
Robot learning frameworks
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physical-ai-studio · open-edge-platform
Physical AI Studio is an end-to-end framework for training robots to perform tasks through imitation learning from human demonstrations.
Robot learning frameworks
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piper ros · mgonzs13
Piper text-to-speech integration for ROS 2.
Robot learning frameworks
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poppy torso description · poppy-project
URDF model assets for the Poppy Torso robot.
Robot learning frameworks
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rai manipulation demo · RobotecAI
Robot-arm manipulation demonstration using the RAI framework.
Robot learning frameworks
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rby1 description · uynitsuj
Robot-description assets for the RBY1 mobile manipulator.
Robot learning frameworks
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reachy description · aubrune
URDF descriptions for the Reachy robot.
Robot learning frameworks
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REVERIE · YuankaiQi
Dataset and benchmark for visual-language navigation using referring expressions.
Robot learning frameworks
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ReVidgen · DAGroup-PKU
Rethinking Video Generation Model for the Embodied World
Robot learning frameworks
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reward learning rl · avisingh599
Research code for robot reinforcement learning without reward engineering.
Robot learning frameworks
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ridgeback manipulation · ridgeback
Manipulator integration packages for the Ridgeback mobile platform.
Robot learning frameworks
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rl · pytorch
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
Robot learning frameworks
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Robo ABC · TEA-Lab
Research code for generalizing robot affordances through semantic correspondence.
Robot learning frameworksSELECTION NOTES
Choosing robot learning frameworks
Check data formats, observation/action interfaces and supported environments. Distinguish a framework’s training infrastructure from the licenses and requirements of individual policies.
The ecosystem keeps growing.
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