Cover Image

Multi-Paradigm Agent Interaction in Practice:A Systematic Analysis of Generator-Evaluator, ReAct Loop,and Adversarial Evaluation in the buddyMe Framework

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Xiaohua, Han, Chao, Yu, Kai, Xu, XiaoLiang, Wang, Liang
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence I.2.11; I.2.4; I.2.7
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Good to Go: The LOOP Skill Engine That Hits 99% Success and Slashes Token Usage by 99% via One-Shot Recording and Deterministic Replay
by: Wang, Xiaohua, et al.
Published: (2026)

An Explainable Collaborative Dialogue System using a Theory of Mind
by: Cohen, Philip R., et al.
Published: (2023)

RefiningGPT: Specialized language Models for Automated Refinery Unit-level Process Diagram Synthesis
by: Liu, Dongxiao, et al.
Published: (2026)

Beyond Rating: A Comprehensive Evaluation and Benchmark for AI Reviews
by: Li, Bowen, et al.
Published: (2026)

PARNESS: A Paper Harness for End-to-End Automated Scientific Research with Dynamic Workflows, Full-Text Indexing, and Cross-Run Knowledge Accumulation
by: Wang, Yuchen, et al.
Published: (2026)

FSFM: A Biologically-Inspired Framework for Selective Forgetting of Agent Memory
by: Gu, Yingjie, et al.
Published: (2026)

Advancing Multimodal Agent Reasoning with Long-Term Neuro-Symbolic Memory
by: Jiang, Rongjie, et al.
Published: (2026)

Do We Always Need Query-Level Workflows? Rethinking Agentic Workflow Generation for Multi-Agent Systems
by: Wang, Zixu, et al.
Published: (2026)

MemForest: An Efficient Agent Memory System with Hierarchical Temporal Indexing
by: Chen, Han, et al.
Published: (2026)

PRISM-Consult: A Panel-of-Experts Architecture for Clinician-Aligned Diagnosis
by: Levine, Lionel, et al.
Published: (2025)

Instruction-Level Weight Shaping: A Framework for Self-Improving AI Agents
by: Costa, Rimom
Published: (2025)

Latent Cache Flow: Model-to-Model Communication Without Text
by: Rossi, Maximillian, et al.
Published: (2026)

Applying Cognitive Design Patterns to General LLM Agents
by: Wray, Robert E., et al.
Published: (2025)

ScrapMem: A Bio-inspired Framework for On-device Personalized Agent Memory via Optical Forgetting
by: Chang, Jiale, et al.
Published: (2026)

Post Hoc Extraction of Pareto Fronts for Continuous Control
by: Thakar, Raghav, et al.
Published: (2026)

MEMTIER: Tiered Memory Architecture and Retrieval Bottleneck Analysis for Long-Running Autonomous AI Agents
by: Sidik, Bronislav, et al.
Published: (2026)

CPEMH: An Agentic Framework for Prompt-Driven Behavior Evaluation and Assurance in Foundation-Model Systems for Mental Health Screening
by: Lorenzoni, Giuliano, et al.
Published: (2026)

Automated MCQA Benchmarking at Scale: Evaluating Reasoning Traces as Retrieval Sources for Domain Adaptation of Small Language Models
by: Gokdemir, Ozan, et al.
Published: (2025)

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings
by: Osborne, Philip, et al.
Published: (2025)

Council Mode: A Heterogeneous Multi-Agent Consensus Framework for Reducing LLM Hallucination and Bias
by: Wu, Shuai, et al.
Published: (2026)

Automated structural testing of LLM-based agents: methods, framework, and case studies
by: Kohl, Jens, et al.
Published: (2026)

Agent Capsules: Quality-Gated Granularity Control for Multi-Agent LLM Pipelines
by: Ray, Aninda
Published: (2026)

PRIMA: Operational Patterns for Resilient Multi-Agent Research with Verifiable Identity and Convergent Feedback
by: Annapureddy, Sasank
Published: (2026)

FediLoRA: Practical Federated Fine-Tuning of Foundation Models Under Missing-Modality Constraints
by: Yang, Lishan, et al.
Published: (2025)

Towards Computer-Using Personal Agents
by: Bonatti, Piero A., et al.
Published: (2025)

A Prompt-Aware Structuring Framework for Reliable Reuse of AI-Generated Content in the Agentic Web
by: Egami, Shusaku, et al.
Published: (2026)

Contrastive Learning-Enhanced Large Language Models for Monolith-to-Microservice Decomposition
by: Sellami, Khaled, et al.
Published: (2025)

Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey
by: Huang, Yunpeng, et al.
Published: (2023)

Fuzzy, Symbolic, and Contextual: Enhancing LLM Instruction via Cognitive Scaffolding
by: Figueiredo, Vanessa
Published: (2025)

Tool-RoCo: An Agent-as-Tool Self-organization Large Language Model Benchmark in Multi-robot Cooperation
by: Zhang, Ke, et al.
Published: (2025)

Umwelt Engineering: Designing the Cognitive Worlds of Linguistic Agents
by: Jehu-Appiah, Rodney
Published: (2026)

Towards Resource-Efficient Multimodal Intelligence: Learned Routing among Specialized Expert Models
by: Saini, Mayank, et al.
Published: (2025)

Ultra-Reduced-Impact-Encased-Logging (URIEL): propose a new method for selective sustainable logging and post-harvest silvicultural treatment in tropical forest using airborne robotics systems
by: Albiero, Daniel, et al.
Published: (2026)

ChargingBoul: A Competitive Negotiating Agent with Novel Opponent Modeling
by: Shymanski, Joe
Published: (2025)

Context Engineering: From Prompts to Corporate Multi-Agent Architecture
by: Vishnyakova, Vera V.
Published: (2026)

Beyond Benchmark Islands: Toward Representative Trustworthiness Evaluation for Agentic AI
by: Qi, Jinhu, et al.
Published: (2026)

Knowledge Equivalence in Digital Twins of Intelligent Systems
by: Zhang, Nan, et al.
Published: (2022)

VIGOR+: Iterative Confounder Generation and Validation via LLM-CEVAE Feedback Loop
by: Zhu, JiaWei, et al.
Published: (2025)

CRAwDAD: Causal Reasoning Augmentation with Dual-Agent Debate
by: Vamosi, Finn G., et al.
Published: (2025)

GSAR: Typed Grounding for Hallucination Detection and Recovery in Multi-Agent LLMs
by: Kamelhar, Federico A.
Published: (2026)