{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "kkakkkka-awesome-code-as-x--shortlist-code-as-policy-papers-with-code",
 "repo": "kkakkkka/awesome-code-as-x",
 "repo_url": "https://github.com/kkakkkka/awesome-code-as-x",
 "repo_slug": "kkakkkka-awesome-code-as-x",
 "title": "Shortlist Code-as-Policy robot papers that link to code",
 "page_title": "How to shortlist Code-as-Policy robot papers that link to code with Awesome Code as X",
 "summary": "Filter the list to Code-as-Policy entries with GitHub code for a robot project.",
 "who": "A robotics engineer who needs a starting baseline for LLM-written robot control code and has limited time to read papers.",
 "problem": "The Code as Policy section has many entries, and it is slow to check which ones point to a code repository.",
 "outcome": "A short list of 3 to 5 candidate papers, each with its paper link, project page, and GitHub link, ready for a closer read.",
 "steps": [
  "Open the Code as Policy section of the README and read the one-line description of each entry.",
  "Note the entries that list a GitHub link, for example AGP, ASPIRE, ENPIRE, and GPT-Policy.",
  "Open each candidate's arXiv link and project page and check the task type it targets.",
  "`git clone https://github.com/NVlabs/ASPIRE` to inspect the code of one chosen candidate. (inferred, check the README)"
 ],
 "agent_prompt": "Using the README of kkakkkka/awesome-code-as-x, list the Code as Policy entries that link to a GitHub repository, and for each one give the paper title, the arXiv link, and the GitHub link. Expected output: a table of 3 to 5 rows. Verify that every link appears verbatim in the README.",
 "agents": [
  "any"
 ],
 "difficulty": "Beginner",
 "time": "P1H",
 "basis": "readme",
 "caveat": "This is a list of links, not a tool, so each linked project has its own setup, hardware needs, and license that you must check.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "",
 "requirements": [
  "A web browser to open the linked papers and project pages",
  "Basic familiarity with robot manipulation or simulation terms",
  "For reproduction: a GitHub account, git, and the hardware or simulator that a chosen project requires (the list does not state these)"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/kkakkkka-awesome-code-as-x/shortlist-code-as-policy-papers-with-code/",
 "md": "https://dedupedai.com/use-cases/kkakkkka-awesome-code-as-x/shortlist-code-as-policy-papers-with-code/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/kkakkkka-awesome-code-as-x--shortlist-code-as-policy-papers-with-code.json",
 "api_version": "v1"
}