Search Results for author: Ayala Bloch

Found 1 papers, 0 papers with code

Contrastive Explanations of Centralized Multi-agent Optimization Solutions

no code implementations11 Aug 2023 Parisa Zehtabi, Alberto Pozanco, Ayala Bloch, Daniel Borrajo, Sarit Kraus

We propose CMAoE, a domain-independent approach to obtain contrastive explanations by: (i) generating a new solution $S^\prime$ where property $P$ is enforced, while also minimizing the differences between $S$ and $S^\prime$; and (ii) highlighting the differences between the two solutions, with respect to the features of the objective function of the multi-agent system.

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