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The Logic of Doxastic Strategies

AAAI 2024 · Learning theory and algorithms › Combinatorial and search optimization · approach: Logic and answer set programming theory · 1 citations (OpenAlex)

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Introduces doxastic strategies (trust-based belief about strategies achieving goals from data) and gives a sound and strongly complete logic combining trust-based belief and doxastic strategy modalities over canonical games.

Problem

Formalizing strategies that an agent can only believe (not know) will achieve a goal, when its information comes from data that may be untrustworthy.

Approach

Defines doxastic strategy modality [C]^T_X, combining data-informed strategies with trust-based belief, in game semantics with per-variable indistinguishability and trustworthiness sets; proves soundness and strong completeness of an axiomatic system via canonical game construction.

Key results

Limitations

Experimental setup

Builds on: Logic of Coalition Power (Pauly) data-informed knowledge logic trust-based belief logic logics of know-how strategies

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