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reinforcement-learning

100 / 100 · Low risk

Fine to try.

By aicodedecode/awesome-muse-skills (GitHub) · design · 54 stars · scanned at commit faf37c0

Understand and apply reinforcement learning — MDPs, value and policy methods, exploration, reward design, and RLHF basics. Use when decisions are sequential and feedback comes as rewards.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'reinforcement-learning' ] || [ -L ~/.agents/skills/'reinforcement-learning' ]; then echo 'A skill folder named reinforcement-learning already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/aicodedecode/awesome-muse-skills' "$d" && git -C "$d" checkout --quiet 'faf37c0859ebf627bfcb5225e8057d088691e0ae' -- 'skills/reinforcement-learning' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/reinforcement-learning' ~/.agents/skills/'reinforcement-learning' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'reinforcement-learning' ~/.claude/skills/'reinforcement-learning' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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