Joe Watson

@joemwatson.bsky.social

Postdoctoral researcher in robotics & machine learning for control (A2I, Oxford Robotics Institute) previously PhD @ TU Darmstadt / DFKI, Google DeepMind robotics intern, CMR Surgical, University of Cambridge https://joemwatson.github.io/

Headed to Rio for #ICLR 🇧🇷 come say hi at our poster! XQC: a principled look at critic optimization. BN+WN+cross-entropy → condition numbers orders of magnitude smaller than baselines. SOTA on 70 continuous ctrl tasks w/ 4.5× less params. 📅 Thu, 1030–1300 📍 Pavilion 4, #4518

Daniel Palenicek@daniel-palenicek.bsky.social · last yr.

🚀 New preprint! Introducing XQC— a simple, well-conditioned actor-critic that achieves SOTA sample efficiency in #RL ✅ ~4.5× fewer parameters than SimbaV2 ✅ Scales to vision-based RL 👉 arxiv.org/pdf/2509.25174 Thanks to Florian Vogt @joemwatson.bsky.social @jan-peters.bsky.social