1/2 Check out our latest work on Self-supervised, Physics-informed Neural Networks for Robot Mapping and Motion Planning in unknown environments.
Preprint: arxiv.org/pdf/2410.09883…
Full Video: youtube.com/watch?v=qTPL5a…
#robotics #mapping #motionplanning #PINNs
- I am seeking a postdoc with a strong background in App. Math & ML to develop neural surrogates for PDEs in robot motion control. Send research statement, CV & transcripts to [email protected] #MachineLearning #math #robotics #Jobs
- My lab is set to present our nine accepted papers at the #ICRA2024. Additionally, I will be giving a talk on "Neural Time Fields for Robot Motion Planning under Constraints" at the RoboNeRF Workshop. If you're also attending the conference, I'd love to connect and catch up.
- Accepted for #ICRA2024, our new constrained robot motion planning approach using Physics-informed Neural Networks is now available online! It requires no expert motion trajectories for learning and exhibits faster planning times. Checkout: arxiv.org/pdf/2403.05765…
- Excited to be part of this workshop! Come check it out at #ICRA2024 — if nothing else, I promise to showcase some fresh-from-the-oven methods for Robotics + Neural Fields :)Brewing up your new cool Robotics + NeRF papers? Submit your work to our Neural Fields in Robotics workshop for a chance to present at the poster session during #ICRA2024! 🦾 📢Extended Deadline: March 31st robonerf.github.io/2024/


