Would you allow an AI agent to make decisions on your behalf? If the answer is “not always,” the next question becomes “in what circumstances”? Answering this question requires …
B Weber, M Mateas, A Jhala - Proceedings of the AAAI Conference on …, 2010 - ojs.aaai.org
One of the main challenges in game AI is building agents that can intelligently react to unforeseen game situations. In real-time strategy games, players create new strategies and …
S Bayili, F Polat - Knowledge-Based Systems, 2011 - Elsevier
Pathfinding algorithms used in todays computer games consider the path length or a similar criterion as the only measure of optimality. However, these games usually involve opposing …
S Penney, J Dodge, C Hilderbrand… - Proceedings of the 23rd …, 2018 - dl.acm.org
Assessing and understanding intelligent agents is a difficult task for users that lack an AI background. A relatively new area, called" Explainable AI," is emerging to help address this …
How should an AI-based explanation system explain an agent's complex behavior to ordinary end users who have no background in AI? Answering this question is an active …
T Mai, R Khanna, J Dodge, J Irvine, KH Lam… - Proceedings of the 25th …, 2020 - dl.acm.org
Explainable AI (XAI) is growing in importance as AI pervades modern society, but few have studied how XAI can directly support people trying to assess an AI agent. Without a rigorous …
Faced with several AI-powered sequential decision-making systems, how might someone choose on which to rely? For example, imagine car buyer Blair shopping for a self-driving …
For many computer activities, user verification is necessary before the system will authorize access. The objective of verification is to separate genuine account owners from intruders or …
A major challenge in the field of case-based reasoning is building case libraries representative of the state space the system will encounter. We approach this problem by …