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New logic ATL*_mp combines strategic reasoning with mean-payoff guarantees

By PulseAugur Editorial · [2 sources] ·

Researchers have introduced ATL*_mp, an extension of Alternating-Time Temporal Logic designed to combine strategic reasoning with quantitative mean-payoff guarantees. This new logic allows for the specification of strategies that enforce temporal objectives while ensuring long-run performance thresholds are met, even against adversarial behavior from other agents. The complexity of model checking for ATL*_mp is analyzed, showing it to be 2EXPTIME-complete for one-dimensional constraints, with lower complexities for certain fragments. The research also explores the hierarchy of memory abilities and provides bounds on required memory for strategies. AI

IMPACT This research could enable more robust AI systems capable of meeting performance guarantees in complex, strategic environments.

RANK_REASON The cluster contains a peer-reviewed academic paper detailing a new logic system.

Read on arXiv cs.MA (Multiagent) →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

New logic ATL*_mp combines strategic reasoning with mean-payoff guarantees

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The cluster contains a peer-reviewed academic paper detailing a new logic system.
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COVERAGE [2]

  1. arXiv cs.MA (Multiagent) TIER_1 English(EN) · Muhammad Najib ·

    Alternating-Time Temporal Logic with Mean-Payoff Guarantees

    Alternating-time temporal logic and its extensions provide several ways of combining strategic and quantitative reasoning. We study a particular combination: whether a coalition has a single strategy that enforces a temporal objective while guaranteeing given long-run mean-payoff…

  2. arXiv cs.MA (Multiagent) TIER_1 English(EN) · Muhammad Najib ·

    Alternating-Time Temporal Logic with Mean-Payoff Guarantees

    Alternating-time temporal logic and its extensions provide several ways of combining strategic and quantitative reasoning. We study a particular combination: whether a coalition has a single strategy that enforces a temporal objective while guaranteeing given long-run mean-payoff…

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