docs: fix PPO title, variable typo, baselines URL, and PQN doc URL#549
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pseudo-rnd-thoughts merged 1 commit intoApr 20, 2026
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pseudo-rnd-thoughts
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Apr 20, 2026
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Description
Fixes four small documentation issues:
Page title typo on docs/rl-algorithms/ppo.md:1:
# Proximal Policy Gradient (PPO)→# Proximal Policy Optimization (PPO). The original paper (Schulman et al., 2017, arXiv:1707.06347) is titled "Proximal Policy Optimization Algorithms", and this is how PPO is universally referred to. The same page already uses the correct name on line 11. Note that PPG (Phasic Policy Gradient) is a distinct algorithm with its own page atdocs/rl-algorithms/ppg.md— unrelated. The same typo also occurs inREADME.md,docs/rl-algorithms/overview.md,docs/rl-algorithms/ppo-rnd.md, anddocs/blog/posts/cleanrl-v1.md.Variable-name typo
olad_approx_kl→old_approx_klin three docs (ppo.md,ppg.md,ppo-trxl.md). Matches the variable name used throughout the code (e.g.cleanrl/ppo.py).Repo-name typo
openai/baselies→openai/baselines(8 occurrences indocs/rl-algorithms/ppo.md).Broken URL in docs/rl-algorithms/pqn.md: link to
https://iclr-blog-track.github.io/2022/03/25/pqn-implementation-details/currently 404s. Corrected to.../ppo-implementation-details/, matching the 11+ other references in the repo to the same blog post (The 37 Implementation Details of PPO by Huang et al., 2022).Types of changes
Checklist:
pre-commit run --all-filespasses (required).