Replication package for: Verification-Gated Hybrid Negotiation for Decentralized Multi-Agent Planning under Temporal Uncertainty

This package contains the code, data and results needed to reproduce the experiments of the paper “Verification-Gated Hybrid Negotiation for Decentralized Multi-Agent Planning under Temporal Uncertainty.” The paper proposes Hybrid Flexibility Negotiation (HFN), a coordination framework in which agents with private temporal plans (Simple Temporal Networks with Uncertainty) repair a loss of dynamic controllability by escalating from direct negotiation to broker-mediated recommendations and then to a decentralized cascade. Every state is committed only after an exact dynamic-controllability check succeeds at every agent. The package includes: a Python implementation of the dynamic-controllability checker, the network and crisis generator, all negotiation strategies, and two distributed constraint-optimisation baselines; one script per experiment, a script that regenerates all tables and figures, and unit tests; the ICU length-of-stay table from the MIMIC-IV Clinical Database Demo used to calibrate durations (ODbL licence); all result files reported in the paper. All instances are generated from fixed random seeds. See README.md for instructions and for the mapping between scripts and research questions.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-30
DOI
https://doi.org/10.5281/zenodo.23808800
Primary Topic
Multi-Agent Systems and Negotiation
Type
article
Field-Weighted Citation Impact
0.00
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article

Replication package for: Verification-Gated Hybrid Negotiation for Decentralized Multi-Agent Planning under Temporal Uncertainty

Yaser Chaaban
Zenodo (CERN European Organization for Nuclear Research)
Multi-Agent Systems and Negotiation
article

Replication package for: Verification-Gated Hybrid Negotiation for Decentralized Multi-Agent Planning under Temporal Uncertainty

Yaser Chaaban
article en

Abstract

This package contains the code, data and results needed to reproduce the experiments of the paper “Verification-Gated Hybrid Negotiation for Decentralized Multi-Agent Planning under Temporal Uncertainty.” The paper proposes Hybrid Flexibility Negotiation (HFN), a coordination framework in which agents with private temporal plans (Simple Temporal Networks with Uncertainty) repair a loss of dynamic controllability by escalating from direct negotiation to broker-mediated recommendations and then to a decentralized cascade. Every state is committed only after an exact dynamic-controllability check succeeds at every agent. The package includes: a Python implementation of the dynamic-controllability checker, the network and crisis generator, all negotiation strategies, and two distributed constraint-optimisation baselines; one script per experiment, a script that regenerates all tables and figures, and unit tests; the ICU length-of-stay table from the MIMIC-IV Clinical Database Demo used to calibrate durations (ODbL licence); all result files reported in the paper. All instances are generated from fixed random seeds. See README.md for instructions and for the mapping between scripts and research questions.

Zenodo (CERN European Organization for Nuclear Research)
Taibah University (SA)
Openalex Percentile: Top 14%
Multi-Agent Systems and Negotiation
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