cs.MA · 2026-06-30 · No. 39
Multiagent Systems, 2026-06-30.
2 new papers in cs.MA. Titles, authors,
abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →
01 — The papers
2 entries-
01
Translating Natural Language to Strategic Temporal Specifications via LLMs
Marco Aruta, Francesco Improta, Vadim Malvone, Aniello Murano, Vladana Perlic
cs.MA · cs.AI
A rigorous formalization of system requirements is a fundamental prerequisite for the verification of Multi-Agent Systems (MAS). However, writing correct formal specifications is well known as an error-prone, time-consuming, and expertise-intensive task. This difficulty is further accentuated in MAS, where requirements must capture strategic abilities and temporal objectives. At present, there is no established methodology for deriving MAS...
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02
Always-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgents
Tianyu Ding, Aditya Nannapaneni, Bingfan Liu, Ling Zhang
cs.MA · cs.AI
Always-on agents are systems whose future behavior depends on durable state accumulated across earlier interactions. We treat them as persistent-state systems: the operative system includes retrievable memories, but also task ledgers, permissions, credentials, commitments, provenance and audit records, shared state, trigger conditions, and externally committed effects linked to those records. The survey reads the literature through six...
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