1 citations · 2 across the 6 of their papers we have counts for
6 papers
BRIDGE: An Open-Source Humanoid Platform via Morphology-Control Co-Design for Physical AI
Jianren Wang, Letian Qian, Zikai Wang +4
Developing humanoid robots capable of leveraging human behavioral data is essential for general-purpose embodiment, yet conventional development remains bottlenecked by a decoupled…
High Torque Density PCB Axial Flux Permanent Magnet Motor for Micro Robots
Jianren Wang, Quanting Xie, Jie Han +5
Quasi-direct-drive (QDD) actuation is transforming legged and manipulator robots by eliminating high-ratio gearboxes, yet it demands motors that deliver very high torque at low spe…
Evolutionary Policy Optimization
Jianren Wang, Yifan Su, Abhinav Gupta +1
On-policy reinforcement learning (RL) algorithms are widely used for their strong asymptotic performance and training stability, but they struggle to scale with larger batch sizes,…
HRP: Human Affordances for Robotic Pre-Training
Mohan Kumar Srirama, Sudeep Dasari, Shikhar Bahl +1
In order to *generalize* to various tasks in the wild, robotic agents will need a suitable representation (i.e., vision network) that enables the robot to predict optimal actions g…
Exploitation-Guided Exploration for Semantic Embodied Navigation
Justin Wasserman, Girish Chowdhary, Abhinav Gupta +1
In the recent progress in embodied navigation and sim-to-robot transfer, modular policies have emerged as a de facto framework. However, there is more to compositionality beyond th…
An Unbiased Look at Datasets for Visuo-Motor Pre-Training
Sudeep Dasari, Mohan Kumar Srirama, Unnat Jain +1
Visual representation learning hold great promise for robotics, but is severely hampered by the scarcity and homogeneity of robotics datasets. Recent works address this problem by…