spinning-up-deep-rl
by alirezarezvani (GitHub) in alirezarezvani/claude-skills
What it does
Knowledge base from \"Spinning Up in Deep RL\" by Joshua Achiam (OpenAI, MIT-licensed). Use when applying Achiam's frameworks for RL fundamentals and MDPs, the model-free algorithm taxonomy, policy gradient derivations, the six reference algorithms (VPG, TRPO, PPO, DDPG, TD3, SAC), debugging silentl
Quoted from the skill's SKILL.md under its MIT license.
Our basic check found 1 pattern(s) worth a look, like shell pipes or credential paths. This is not proof of harm. Read the files before you install.
Install
git clone --depth 1 https://github.com/alirezarezvani/claude-skills.git /tmp/claude-skills mkdir -p ~/.claude/skills/ cp -r /tmp/claude-skills/engineering/spinning-up-deep-rl/skills/spinning-up-deep-rl ~/.claude/skills/spinning-up-deep-rl
The command copies the skill from the author's repo. SkillTrove does not host it.
Files
- SKILL.md
- chapters/ch01-introduction.md
- chapters/ch02-installation.md
- chapters/ch03-algorithm-lineup.md
- chapters/ch04-running-experiments.md
- chapters/ch05-experiment-outputs.md
- chapters/ch06-plotting-results.md
- chapters/ch07-key-concepts-in-rl.md
- chapters/ch08-kinds-of-rl-algorithms.md
- chapters/ch09-intro-to-policy-optimization.md
- chapters/ch10-spinning-up-as-a-researcher.md
- chapters/ch11-key-papers-in-deep-rl.md
- chapters/ch12-exercises.md
- chapters/ch13-benchmarks.md
- chapters/ch14-vpg.md
- chapters/ch15-trpo.md
- chapters/ch16-ppo.md
- chapters/ch17-ddpg.md
- chapters/ch18-td3.md
- chapters/ch19-sac.md
- chapters/ch20-logger-and-utilities.md
- cheatsheet.md
- glossary.md
- patterns.md
Source: https://github.com/alirezarezvani/claude-skills/tree/main/engineering/spinning-up-deep-rl/skills/spinning-up-deep-rl. Checked 2026-10-13.
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