Trustworthy Decision Making in the Real World Through Uncertainty Reasoning

Explore trustworthy decision-making in real-world scenarios through uncertainty reasoning in this 33-minute conference talk by Hua Wei, presented at the November 2023 ARO Metacognitive AI workshop. Delve into the intersection of symbolic methods and deep learning as Wei discusses advanced concepts in artificial intelligence and machine learning. Gain insights into the latest algorithms, Python packages, and progress towards artificial general intelligence (AGI). Learn how uncertainty reasoning contributes to more reliable AI systems and decision-making processes in complex, real-world environments. This talk is part of a comprehensive workshop on metacognitive prediction of AI behavior, offering valuable knowledge for researchers, developers, and AI enthusiasts interested in cutting-edge advancements in neuro-symbolic AI.