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I’m at IROS today, & tomorrow at the Causality for Robotics workshop, where I will be giving an extended workshop talk on causally informed POMDP planning in confounded decision-making settings, & presenting our two workshop papers! Please reach out if you’d like to have a chat!

I recently did 3D mapping of mine tunnels 1.1km underground to build a digital twin environment for developing causal-ML based autonomous drone behaviours! A fantastic collaboration with Oxford Cognitive Robotics Group Oxford Dynamic Robot Systems University of York Boulby Underground Laboratory. Thanks to Paulina Lewinska Ethan Yifu Tao

Fantastic journalism research by Christina Roman on how ADHD reporting in the media helped create a moral panic, focussing on telling a embellished story of over-diagnosis instead of the root cause issue of a medical system failing those in need. We need to do better here!

Maybe we *do* want machines to learn correlation instead of causation sometimes 😉 Courtesy of SMBC Comics: smbc-comics.com/comic/rise-of-… #causality #causalML #causalrobots #causalAI

Jonathan Larkin Hey Jonathan, cool to see you interested in causality! :) I would say that the starting point for causal researchers is that we are NOT useful in tasks that reside in layer 1 (L1) of Pearl’s hierarchy, i.e., purely predictive tasks (causalai.net/r60.pdf). I believe the

Last week, the CRG celebrated our supervisor Lars Kunze Lars Kunze as he started a new position as a full professor with BristolRoboticsLab. Lars will continue leading the CRG as a visiting fellow, but please join us in celebrating his new role! 🎉 Congrats, Lars!

Greetings from #ICRA2024 🇯🇵 🤖 👋 Ricardo Cannizzaro Efimia Panagiotaki Divya Thuremella, & Lars Kunze