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cs.AI2026
Binary Spiking Neural Networks as Causal Models
Aditya Kar, Emiliano Lorini, Timothée Masquelier
We provide a causal analysis of Binary Spiking Neural Networks (BSNNs) to explain their behavior. We formally define a BSNN and represent its spiking activity as a binary causal mo…
cs.AI2024
Responsibility in a Multi-Value Strategic Setting
Timothy Parker, Umberto Grandi, Emiliano Lorini
Responsibility is a key notion in multi-agent systems and in creating safe, reliable and ethical AI. However, most previous work on responsibility has only considered responsibilit…
cs.AI2024
Computational Grounding of Responsibility Attribution and Anticipation in LTLf
Giuseppe De Giacomo, Emiliano Lorini, Timothy Parker +1
Responsibility is one of the key notions in machine ethics and in the area of autonomous systems. It is a multi-faceted notion involving counterfactual reasoning about actions and…