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agent/papers/items/2026-2605-16821-multi-paradigm-agent-interaction-in-practice-a-systematic-analysis-of-generator-.md
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# Paper: Multi-Paradigm Agent Interaction in Practice:A Systematic Analysis of Generator-Evaluator, ReAct Loop,and Adversarial Evaluation in the buddyMe Framework
---
type: paper
title: "Multi-Paradigm Agent Interaction in Practice:A Systematic Analysis of Generator-Evaluator, ReAct Loop,and Adversarial Evaluation in the buddyMe Framework"
authors: Xiaohua Wang, Chao Han, Kai Yu, XiaoLiang Xu, Liang Wang
year: 2026
venue: arXiv
url: https://arxiv.org/abs/2605.16821
code_url:
source: arxiv
collected_at: 2026-07-08
published_at: 2026-05-16
updated_at: 2026-05-16
status: queued
relevance: high
topics:
- agent-evaluation
- computer-use
- memory
- multi-agent
- planning
- tool-use
methods:
-
benchmarks:
-
models:
-
datasets:
- cs.AI
related_concepts:
-
related_jobs:
-
related_experiments:
-
related_projects:
-
collection_score: 18
collection_queries: planning-agent
---
## One-line Takeaway
Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.
## Why Collected
- matched queries: planning-agent
- inferred topics: agent-evaluation, computer-use, memory, multi-agent, planning, tool-use
- arXiv categories: cs.AI
- collection score: 18
## Review Checklist
- Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
- Does it include a benchmark, dataset, code, or reproducible experimental setup?
- Should it be promoted from `queued` to `skimmed` or `summarized`?
## Links
- arXiv: https://arxiv.org/abs/2605.16821