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    Independent Learning of Nash Equilibria in Partially Observable Markov Potential Games with Decoupled Dynamics

    Published in ArXiv cs.MA Recent Papers (2026)
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    From Agent Loops to Deterministic Graphs: Execution Lineage for Reproducible AI-Native Work

    Published in ArXiv cs.MA Recent Papers (2026)
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    Improving the Efficiency of Language Agent Teams with Adaptive Task Graphs

    Published in ArXiv cs.MA Recent Papers (2026)
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    Supervised Learning with Evolving Tasks and Performance Guarantees

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    Power-Efficiency and Scalability Analysis of Magnetically-Actuated Satellite Swarms via Convex Optimization

    Published in ArXiv cs.MA Recent Papers (2026)
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    Multiagent Stochastic Shortest Path Problem

    Published in ArXiv cs.MA Recent Papers (2026)
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    BioResearcher: Scenario-Guided Multi-Agent for Translational Medicine

    Published in ArXiv cs.MA Recent Papers (2026)
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    Auto Research with Specialist Agents Develops Effective and Non-Trivial Training Recipes

    Published in ArXiv cs.MA Recent Papers (2026)
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    Active Learning for Communication Structure Optimization in LLM-Based Multi-Agent Systems

    Published in ArXiv cs.MA Recent Papers (2026)
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    Retrieval-Conditioned Topology Selection with Provable Budget Conservation for Multi-Agent Code Generation

    Published in ArXiv cs.MA Recent Papers (2026)
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    FinRAG-12B: A Production-Validated Recipe for Grounded Question Answering in Banking

    Published in ArXiv cs.MA Recent Papers (2026)
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    Relational Dualities and Bisimulation

    Published in ArXiv cs.LO Recent Papers (2026)
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    MANTRA: Synthesizing SMT-Validated Compliance Benchmarks for Tool-Using LLM Agents

    Published in ArXiv cs.LO Recent Papers (2026)
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    Edit Distance of Finite-Valued Transducers

    Published in ArXiv cs.LO Recent Papers (2026)
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    Error estimation and adaptive tuning for unregularized robust M-estimator

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    Graded Monad Coalgebras for Continuous-Time Transition Systems

    Published in ArXiv cs.LO Recent Papers (2026)
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    Decidability Results for Fragments of First-Order Logic via a Symbolic Model Property

    Published in ArXiv cs.LO Recent Papers (2026)
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    Self-Correcting Gossip Protocols

    Published in ArXiv cs.LO Recent Papers (2026)
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    A Practical Specification Language for Automatic Quantum Program Verification (Technical Report)

    Published in ArXiv cs.LO Recent Papers (2026)
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    Paraconsistent Semantics for Extended Fuzzy Logic Programs via Approximation Fixpoint Theory [Extended Version]

    Published in ArXiv cs.LO Recent Papers (2026)
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