In weekly meeting, our advisor Huazhe kept asking: "What's the real point of simulation for manipulation?" HERMES offers a potential answer. Our framework converts diverse human motion data into real robot behaviors via sim training, all without task-specific reward designing.
In weekly meeting, our advisor Huazhe kept asking: "What's the real point of simulation for manipulation?" HERMES offers a potential answer. Our framework converts diverse human motion data into real robot behaviors via sim training, all without task-specific reward designing.
How do we learn motor skills directly in the real world? Think about learning to ride a bike—parents might be there to give you hands-on guidance.🚲
Can we apply this same idea to robots?
Introducing Robot-Trains-Robot (RTR): a new framework for real-world humanoid learning.
🦾How can humanoids unlock real strength for heavy-duty loco-manipulation?
Meet FALCON🦅: Learning Force-Adaptive Humanoid Loco-Manipulation.
🌐: lecar-lab.github.io/falcon-humanoi…
See the details below👇:
🎉 Happy to share our survey "Data Augmentation in Visual RL" accepted by #IJCV! Worth the long wait! 😄
❤️Link: arxiv.org/pdf/2210.04561
☀️For beginners: Great intro to visual RL and the role of DA.
🌟For experts: Discussion section offers insights on future directions.
💡 With a single manually collected demonstration, can the learned policy achieve robust performance?
🤖 #RSS2025 Introducing RoboSplat: Novel Demonstration Generation with Gaussian Splatting Enables Robust One-Shot Manipulation
🔗: yangsizhe.github.io/robosplat/
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