xTRUCE: A Provably Safe Arbiter for Multi-xApp Conflict Mitigation in Agentic O-RAN

arXiv:2608.28532 · cs.NI, cs.SY, eess.SY · Submitted 2026-08-28 · Read on arXiv

cs.NI, cs.SY, eess.SY

Submitted: 2026-08-28

Updated: 2026-09-25

Terminology

• Hallucination — 17× in this paper · explained in 3 episodes
• Arbiter — 7× in this paper · explained in 1 episode
• Core — 7× in this paper · explained in 2 episodes
• Benchmark — 6× in this paper · explained in 2 episodes
• Steering — 5× in this paper · explained in 2 episodes
• Deep Reinforcement Learning — 3× in this paper · explained in 2 episodes
• Publicly Available Specification — 3× in this paper
• Reinforcement Learning — 3× in this paper · explained in 4 episodes
• Action Space — 2× in this paper · explained in 1 episode
• Consistency — 2× in this paper · explained in 3 episodes
• Digital Twin — 2× in this paper · explained in 4 episodes
• Physical Constraints — 2× in this paper · explained in 7 episodes
• Abstraction — 1× in this paper · explained in 1 episode
• Accuracy — 1× in this paper · explained in 1 episode
• Agentic AI — 1× in this paper · explained in 1 episode
• Agentic Reasoning — 1× in this paper · explained in 1 episode
• Agentic System — 1× in this paper · explained in 2 episodes
• Alignment — 1× in this paper · explained in 1 episode
• Decoupling — 1× in this paper · explained in 2 episodes
• Explainability — 1× in this paper · explained in 3 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Human-in-the-Loop — 1× in this paper · explained in 3 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Multi-Agent System — 1× in this paper · explained in 5 episodes
• Transfer Learning — 1× in this paper · explained in 10 episodes

Sources

• AgentRAN: An Agentic AI Architecture for Autonomous Control of Open 6G Networks
• OpenTwin: Digital Twin Driven Closed Loop KPM Inference and Control for Open RAN

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