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Beyond tokens: a unified framework for latent communication in LLM-based multi-agent systems

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

ConMem: Structured Memory-Guided Adaptation in Training-Free Multi-Agent Systems

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

PerspectiveGap: A Benchmark for Multi-Agent Orchestration Prompting

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

Solving Zebra Puzzles Using Constraint-Guided Multi-Agent Systems

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

Learning Multi-Agent Communication Protocol: Study on Information Entropy Efficiency in MARL

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

A Barrier-Modulated Architecture for Safe Affine Formation Control in Second-Order Multi-Agent Systems

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

What Should Agents Say? Action-state Communication for Efficient Multi-Agent Systems

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

Quantitative Promise Theory: Intentionality and Inference in Autonomous Agents

ย ๐Ÿง LLMs ย Content type: Academic
arxiv.orgยท

Consistent Distributed Cooperative Localization for Ultra Large-Scale Multi-agent Systems

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

Agent Economics: An Entropy-Controlled Pluralistic Alignment Framework for Preventing Artificial Hivemind in Autonomous Agents

ย ๐Ÿค–AI Coding ย Content type: Academic
arxiv.orgยท

CAF-Gen: A Multi-Agent System for Enriching Argumentation Structures

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

CollabSim: A CSCW-Grounded Methodology for Investigating Collaborative Competence of LLM Agents through Controlled Multi-Agent Experiments

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

Beyond Goodhart's Law: A Dynamic Benchmark for Evaluating Compliance in Multi-Agent Systems

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

SHIELDS: Automating OS Hardening with Iterative Multi-Agent Remediation

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

VATS: Exploiting Implicit Authority in Error-Path Injection via Systematic Mutation

ย โœ๏ธPrompt Engineering ย Content type: Academic
arxiv.orgยท

Beyond Alignment: Value Diversity as a Collective Property in Multicultural Agent Systems

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

OPENPATH: A Supervisor--Specialist Agent System for Personalized, Accessible, and Multi-stop Urban Trip Planning

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

The Meta-Agent Challenge: Are Current Agents Capable of Autonomous Agent Development?

ย ๐Ÿค–AI Coding ย Content type: Academic
arxiv.orgยท

IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking

ย ๐Ÿ”—LLM Workflows ย Content type: Academic
arxiv.orgยท

Where Instruction Hierarchy Breaks: Diagnosing and Repairing Failures in Reasoning Language Models

ย โš™๏ธMLOps ย Content type: Academic
arxiv.orgยท

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