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Defeasible Normative Reasoning: A Proof-Theoretic Integration of Logical Argumentation

AAAI 2024 · Large language models › Agents, code and math · approach: Retrieval-augmented formal theorem proving · 4 citations (OpenAlex)

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Proposes annotated deontic argumentation calculi (ADAC) that add acceptance/rejection annotations to sequents, and proves they coincide with grounded semantics of induced argumentation frameworks and with free consequences of constrained I/O logics.

Problem

Resolving conflicts among norms via nonmonotonic (skeptical) normative reasoning in a proof-theoretic way that is transparent and linked to formal argumentation and I/O logics.

Approach

Annotate sequents with derivation statuses (introduced, accepted, rejected) and add acceptance/rejection rules mirroring Caminada's 3-valued grounded labeling, so that accepted sequents coincide with grounded-extension arguments and free consequences of constrained I/O logics.

Key results

Surprising findings

Limitations

Experimental setup

Baselines: adaptive logic proof theory for I/O logic (Straßer, Beirlaen, and Van De Putte 2

Builds on: Dung abstract argumentation DAC calculi (van Berkel and Straßer 2022) constrained I/O logic sequent-based argumentation frameworks (Arieli and Straßer 2015) ADAC (Arieli, van Berkel, and Straßer 2022)

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