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New counterfactual cause definition proposed for situation calculus

By PulseAugur Editorial · [1 sources] ·

Researchers have introduced a new definition of cause within the situation calculus, a formal system for reasoning about actions and changes. This new definition is based on counterfactual analysis, aiming to generalize existing notions of causality. The proposed approach extends the HP account by Halpern and Pearl and relates to the achievement cause concept developed by Batusov and Soutchanski, addressing nuances in disjunctive effects. AI

IMPACT Proposes a new theoretical framework for understanding causality in AI systems, potentially impacting future research in reasoning and planning.

RANK_REASON This is a research paper published on arXiv detailing a new theoretical concept in artificial intelligence. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New counterfactual cause definition proposed for situation calculus

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This is a research paper published on arXiv detailing a new theoretical concept in artificial intelligence. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. arXiv cs.AI TIER_1 Română(RO) · Daxin Liu (Nanjing University), Vaishak Belle (The University of Edinburgh) ·

    A Counterfactual Cause in Situation Calculus

    arXiv:2501.06857v3 Announce Type: replace Abstract: Perhaps the most popular modern formulation of actual causality is the HP account by Halpern and Pearl. Recent advancement has focused on extension of HP account to lift its limited expressiveness, in particular, Batusov and Sou…

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