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Francesco Sovrano

PhD Student

Department of Computer Science and Engineering

Teaching tutor

Department of Computer Science and Engineering

Academic discipline: INF/01 Informatics


Keywords: Trustworthy Artificial Intelligence eXplainable Artificial Intelligence (XAI) Deep Reinforcement Learning Natural Language Processing/Understanding (NLP/NLU) of Legal Resources

My research project is about understanding how to formalise and automatically generate pragmatic (agent-centred) explanations of complex data and processes (e.g. XAI, LOD), with particular attention to the EU's Right to Explanation. I am developing mechanisms for explaining to humans (by exploiting Achinstein's theory of explanations) and also to machines (Reinforcement Learning agents to which explain rule-based regulations; multiple RL-agents that have to optimally explain each others).

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