A VLA that sees in metric 3D via robot-base-frame pointmaps. Checkpoints + RoboCasa/LIBERO data. Code: github.com/DAVIAN-Robotics/PointmapVLA
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Papers
DiscoDemo: Discovering Efficient and Diverse Robot Demonstrations for Imitation Learning
PHUMA: Physically-Grounded Humanoid Locomotion Dataset
Organization Card
DAVIAN Robotics
We research physical AI: robots that learn dexterous manipulation and agile locomotion from real-world and simulation data.
DAVIAN Robotics is the robotics group within DAVIAN Lab, led by Prof. Jaegul Choo at KAIST AI.
Explore our research and publications on our website, and find our code on GitHub. Our models and datasets are available here on Hugging Face.
Generators, datasets and pi0.5 policies of DiscoDemo. Page: davian-robotics.github.io/DiscoDemo · Code: github.com/DAVIAN-Robotics/DiscoDemo
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DiscoDemo: Discovering Efficient and Diverse Robot Demonstrations for Imitation Learning
Paper • 2610.32093 • Published • 28 -
DAVIAN-Robotics/DiscoDemo-Stage1_RL-PnP_Banana
Reinforcement Learning • Updated • 63 -
DAVIAN-Robotics/DiscoDemo-Stage1_RL-PnP_Banana-alpha0
Reinforcement Learning • Updated • 43 -
DAVIAN-Robotics/DiscoDemo-Stage1_RL-StackCube
Reinforcement Learning • Updated • 38
A VLA that sees in metric 3D via robot-base-frame pointmaps. Checkpoints + RoboCasa/LIBERO data. Code: github.com/DAVIAN-Robotics/PointmapVLA
Generators, datasets and pi0.5 policies of DiscoDemo. Page: davian-robotics.github.io/DiscoDemo · Code: github.com/DAVIAN-Robotics/DiscoDemo
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DiscoDemo: Discovering Efficient and Diverse Robot Demonstrations for Imitation Learning
Paper • 2610.32093 • Published • 28 -
DAVIAN-Robotics/DiscoDemo-Stage1_RL-PnP_Banana
Reinforcement Learning • Updated • 63 -
DAVIAN-Robotics/DiscoDemo-Stage1_RL-PnP_Banana-alpha0
Reinforcement Learning • Updated • 43 -
DAVIAN-Robotics/DiscoDemo-Stage1_RL-StackCube
Reinforcement Learning • Updated • 38
models 25
DAVIAN-Robotics/DiscoDemo-Stage3_SFT-FMB_SqCircle-alpha0
Robotics • 4B • Updated • 63
DAVIAN-Robotics/DiscoDemo-Stage3_SFT-FMB_SqCircle
Robotics • 4B • Updated • 63
DAVIAN-Robotics/DiscoDemo-Stage3_SFT-FMB_Round-alpha0
Robotics • 4B • Updated • 64
DAVIAN-Robotics/DiscoDemo-Stage3_SFT-FMB_Round
Robotics • 4B • Updated • 68
DAVIAN-Robotics/DiscoDemo-Stage3_SFT-StackCube-alpha0
Robotics • 4B • Updated • 78
DAVIAN-Robotics/DiscoDemo-Stage3_SFT-StackCube
Robotics • 4B • Updated • 73
DAVIAN-Robotics/DiscoDemo-Stage3_SFT-PnP_Banana-alpha0
Robotics • 4B • Updated • 64
DAVIAN-Robotics/DiscoDemo-Stage3_SFT-PnP_Banana
Robotics • 4B • Updated • 70 • 1
DAVIAN-Robotics/DiscoDemo-Stage1_RL-FMB_SqCircle-alpha0
Reinforcement Learning • Updated • 51
DAVIAN-Robotics/DiscoDemo-Stage1_RL-FMB_SqCircle
Reinforcement Learning • Updated • 47
datasets 73
DAVIAN-Robotics/DiscoDemo-RawStates-FMB_SqCircle
Updated • 142
DAVIAN-Robotics/DiscoDemo-RawStates-FMB_Round
Updated • 146
DAVIAN-Robotics/DiscoDemo-RawStates-StackCube
Updated • 156
DAVIAN-Robotics/DiscoDemo-RawStates-PnP_Banana
Updated • 152
DAVIAN-Robotics/DiscoDemo-Stage2_GenData-FMB_SqCircle-alpha0
Franka Panda • Updated • 3k episodes • 394
DAVIAN-Robotics/DiscoDemo-Stage2_GenData-FMB_SqCircle
Franka Panda • Updated • 3k episodes • 484
DAVIAN-Robotics/DiscoDemo-Stage2_GenData-FMB_Round-alpha0
Franka Panda • Updated • 3k episodes • 441
DAVIAN-Robotics/DiscoDemo-Stage2_GenData-FMB_Round
Franka Panda • Updated • 3k episodes • 317
DAVIAN-Robotics/DiscoDemo-Stage2_GenData-StackCube-alpha0
Franka Panda • Updated • 3k episodes • 508
DAVIAN-Robotics/DiscoDemo-Stage2_GenData-StackCube
Franka Panda • Updated • 3k episodes • 419