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cs.AI2026
Mind the Prompt: Self-adaptive Generation of Task Plan Explanations via LLMs
Gricel Vázquez, Alexandros Evangelidis, Sepeedeh Shahbeigi +2
Integrating Large Language Models (LLMs) into complex software systems enables the generation of human-understandable explanations of opaque AI processes, such as automated task pl…
cs.AI2026
Social, Legal, Ethical, Empathetic and Cultural Norm Operationalisation for AI Agents
Radu Calinescu, Ana Cavalcanti, Marsha Chechik +2
As AI agents are increasingly used in high-stakes domains like healthcare and law enforcement, aligning their behaviour with social, legal, ethical, empathetic, and cultural (SLEEC…
cs.AI2025
Safe Reinforcement Learning in Black-Box Environments via Adaptive Shielding
Daniel Bethell, Simos Gerasimou, Radu Calinescu +1
Empowering safe exploration of reinforcement learning (RL) agents during training is a critical challenge towards their deployment in many real-world scenarios. When prior knowledg…