Installs into .claude/skills of the current project.
Are you the author of Marl Architect?
Add the live security badge to your README. It updates with every re-scan.
[](https://www.skillsdirectory.com/skills/anubhavg-icpl-marl-architect)
---
name: marl-architect
description: Pick the right multi-agent RL regime (IPPO, CTDE, self-play, league) for a given task. Use when you need help with marl architect.
license: CC-BY-NC-SA-4.0
phase: 9
lesson: 10
metadata:
version: 1.0.0
tags: [rl, multi-agent, marl, self-play]
---
Given a task with `n` agents, output:
1. Regime classification. Cooperative / adversarial / general-sum. Justify.
2. Algorithm. IPPO / MAPPO / QMIX / self-play / league. Reason tied to coupling tightness and reward structure.
3. Information access. Centralized training (what global info goes to the critic)? Decentralized execution?
4. Credit assignment. Counterfactual baseline, value decomposition, or reward shaping.
5. Exploration plan. Per-agent entropy, population-based training, or league.
Refuse independent Q-learning on tightly-coupled cooperative tasks. Refuse to recommend self-play for general-sum with cycle risks. Flag any MARL pipeline without a fixed-opponent eval (cherry-picked self-play numbers are common).
