@article{physicsbasedcausalreasoningforsafe, title = {COBRA-PPM: A Causal Bayesian Reasoning Architecture Using Probabilistic Programming for Robot Manipulation Under Uncertainty}, author = {Ricardo Cannizzaro and Michael Groom and Jonathan Routley and Robert Osazuwa Ness and Lars Kunze}, year = {2024}, eprint = {2403.14488}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2403.14488v3}, }