Pith Number

pith:PTEVKBKG

pith:2020:PTEVKBKGA2SGFCZ4RJETJXGOOW

not attested not anchored not stored refs pending

Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning

Abhinav Gupta, Kenneth Marino, Valerie Chen

arxiv:2011.00517 v3 · 2020-11-01 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PTEVKBKGA2SGFCZ4RJETJXGOOW}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

FeudalNav: A Simple Framework for Visual Navigation

Receipt and verification

First computed	2026-07-05T03:17:29.264479Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7cc955054606a4628b3c8a4934dcce75b66c6cfefed8c13fc429c9ffffc22255

Aliases

arxiv: 2011.00517 · arxiv_version: 2011.00517v3 · doi: 10.48550/arxiv.2011.00517 · pith_short_12: PTEVKBKGA2SG · pith_short_16: PTEVKBKGA2SGFCZ4 · pith_short_8: PTEVKBKG

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/PTEVKBKGA2SGFCZ4RJETJXGOOW \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 7cc955054606a4628b3c8a4934dcce75b66c6cfefed8c13fc429c9ffffc22255

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfe37d6cb2e4468e5b75d7a70d7c76e2574151fa504428f979cdaf2cd5eebc5b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-01T14:39:46Z",
    "title_canon_sha256": "e935d29fa2daab510cca93d322ef87bfba44b1c534a329fb93e723518c2d000f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.00517",
    "kind": "arxiv",
    "version": 3
  }
}