2 years later... new pre-print! Towards Data-Driven Metrics
for Social Robot Navigation Benchmarking: arxiv.org/pdf/2509.01251
@ljmanso.bsky.social
Robotics, geometric deep learning, social navigation, computer vision, world models. --- Senior Lecturer (Associate Professor) at Aston University, Birmingham, UK.
2 years later... new pre-print! Towards Data-Driven Metrics
for Social Robot Navigation Benchmarking: arxiv.org/pdf/2509.01251
Isn't the simulation vs. data-driven boundary rather blurry? There's also the option of having additional restrictions & bottlenecks in learned simulators. It could enhance our understanding of what's under the hood, and it would improve data efficiency. Still giving up to some extent though.
21.08.2025 16:32 β π 1 π 0 π¬ 0 π 0The Department of AI and Robotics at Aston University has just advertised two new lectureship positions. jobs.aston.ac.uk/Vacancy.aspx.... The department as a whole, and the robotics group specifically (arp-lab.com), are growing strong. Feel free to DM me if you have any questions.
20.08.2025 15:57 β π 0 π 0 π¬ 0 π 0I survived the first 2^10 days of parenthood!
21.07.2025 17:32 β π 1 π 0 π¬ 0 π 0The question is how the building blocks look like and how they are built, right? Following Chollet's parallelism, I'd suggest Lego with pipes. In the direction of SAVi++ (slot-attention-video.github.io/savi++/) but with stronger biases towards representations easy to interpret. Long way to go...
20.03.2025 09:36 β π 1 π 0 π¬ 0 π 0Eight days until the deadline for our ICRA'25 workshop on Advances in Social Navigation: Planning, HRI and Beyond. socialnav2025.pages.dev
16.03.2025 08:58 β π 1 π 0 π¬ 0 π 0Why academia is sleepwalking into self-destruction. My editorial @brain1878.bsky.social If you agree with the sentiments please repost. It's important for all our sakes to stop the madness
academic.oup.com/brain/articl...
The new year comes with the final version of our paper "Principles and Guidelines for Evaluating Social Robot Navigation Algorithms" dl.acm.org/doi/pdf/10.1...
05.01.2025 20:01 β π 2 π 0 π¬ 0 π 0It took a while, but we have a Social Robot Navigation starter pack! go.bsky.app/Xqk4Fe Feel free to make suggestions.
15.12.2024 10:23 β π 1 π 0 π¬ 0 π 0