Automating Commonsense Reasoning
Automating commonsense reasoning, i.e., automating the human thought process, has been considered fiendishly difficult. It is widely believed that automation of commonsense reasoning is needed to build intelligent systems that can rival humans. We argue that answer set programming (ASP) along with its goal-directed implementation allows us to reach this automation goal. We discuss essential elements needed for automating the human thought process and show how they are realized in ASP and the s(CASP) goal-directed ASP engine developed in our lab. We also show how default rules, expressible in ASP, help solve the explainable AI problem.
Speaker: Dr. Gopal Gupta, UT Dallas
Видео Automating Commonsense Reasoning канала Microsoft Research
Speaker: Dr. Gopal Gupta, UT Dallas
Видео Automating Commonsense Reasoning канала Microsoft Research
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
PwR: Using representations for AI-powered software developmentFoundation models and the next era of AICausal AI for Decision MakingProject Silica Library 2022At the Frontiers of Science: Exciting Advances in Protein Design3D Face Reconstruction with Dense LandmarksMicrosoft is Accelerating the Future of Aerial Autonomy[VLP Tutorial @ CVPR 2022] Image-Text Pre-training Part IMSR-IISc AI Seminar Series: GFlowNets and System 2 Deep Learning - Yoshua BengioMIT Technology Review’s Future Compute Conference 2022Supercharge A/B testing w/automated causal inference |Community Workshop on Microsoft's Causal ToolsUpdate on Microsoft causal open-source libraries | Community Workshop on Microsoft's Causal ToolsMSR-IISc AI Seminar Series: Where on Earth is AI Headed? - Tom M. MitchellIntroducing the Microsoft Africa Research Institute (MARI)MSR-IISc AI Seminar Series: Learning to Walk - Jitendra MalikA discussion with Sankar Das Sarma and Chetan NayakReinforcement Learning (RL) Open Source Fest 2021 | Final Presentations - Part 1Microsoft Soundscape - an Illustrated DemonstrationMicrosoft Soundscape - overview of Routes featureDeveloping a Brain-Computer Interface Based on Visual Imagery