The article discusses the complexities of explainable artificial intelligence (XAI), a rapidly developing field aimed at making AI decision-making processes transparent and interpretable. The authors introduce a new rule-based explainer,…
Continue readingThe paper discusses a new framework that uses Inductive Logic Programming to learn the semantics of argumentation. Argumentation is a key area within Artificial Intelligence, used for resolving conflicts or…
Continue readingThis academic paper discusses the challenge of integrating multiple robotic and Artificial Intelligence (AI) techniques to model complex robot behaviour. The authors propose using a formal framework to map the…
Continue readingThis research paper presents Safety-Gymnasium, an environment suite for safety-critical tasks in both single and multi-agent scenarios in AI learning. It also introduces a library called Safe Policy Optimization, which…
Continue readingThis research introduces SEGO (SEquential subGoal Optimization), a novel framework designed to enhance the problem-solving capabilities of Large Language Models (LLMs) in the field of mathematics. The key idea behind…
Continue readingThis study focuses on the application of artificial intelligence and drone technology in wildlife detection. It reviews and conducts an empirical study on drone-based wildlife detection, collecting a dataset of…
Continue readingThe authors propose a new method for conformal risk control that provides formal guarantees when the data is not exchangeable, while also achieving the same guarantees as existing methods if…
Continue readingThis academic article investigates the cognitive abilities and confidence dynamics of Large Language Models (LLMs). The authors dive deep into understanding the alignment between these models’ self-assessed confidence and actual…
Continue readingThis study explores the placebo effect of AI in Human-Computer Interaction (HCI). It suggests that even when AI is described negatively, participants perform better if they believe they’re interacting with…
Continue readingThe study focuses on the intersection of cybersecurity and AI reproducibility. It introduces a new framework for evaluating AI platforms’ reproducibility from a cybersecurity perspective. Five popular AI platforms were…
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