Argument Schemes and Dialogue for Explainable Planning
| Autor: | Mahesar, Quratul-ain, Parsons, Simon |
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| Rok vydání: | 2021 |
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| Druh dokumentu: | Working Paper |
| Popis: | Artificial Intelligence (AI) is being increasingly deployed in practical applications. However, there is a major concern whether AI systems will be trusted by humans. In order to establish trust in AI systems, there is a need for users to understand the reasoning behind their solutions. Therefore, systems should be able to explain and justify their output. In this paper, we propose an argument scheme-based approach to provide explanations in the domain of AI planning. We present novel argument schemes to create arguments that explain a plan and its key elements; and a set of critical questions that allow interaction between the arguments and enable the user to obtain further information regarding the key elements of the plan. Furthermore, we present a novel dialogue system using the argument schemes and critical questions for providing interactive dialectical explanations. Comment: arXiv admin note: text overlap with arXiv:2005.05849 |
| Databáze: | arXiv |
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