ClaudSkills / Science & Research / ml-research

Stable Baselines3

Quality score: 70/100 · Category: Science & Research · Sub-category: ml-research

ai:agent

Production-ready reinforcement learning algorithms (PPO, SAC, DQN, TD3, DDPG, A2C) with scikit-learn-like API. Use for standard RL experiments, quick prototyping, and well-documented algorithm implementations. Best for single-agent RL with Gymnasium environments. For high-performance parallel training, multi-agent systems, or custom vectorized environments, use pufferlib instead.

What this skill does

Stable Baselines3 is a production-ready Claude Code skill (quality score 70/100) in the ml-research sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/stable-baselines3/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Stable Baselines3 skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/stable-baselines3
curl -L https://claudskills.com/skills/stable-baselines3/SKILL.md \
  -o ~/.claude/skills/stable-baselines3/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/stable-baselines3/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/stable-baselines3/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\stable-baselines3\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt