Pith Number

pith:U7MKIHTA

pith:2022:U7MKIHTAG55AVTMND75WNOZIPN

not attested not anchored not stored refs pending

When to Ask for Help: Proactive Interventions in Autonomous Reinforcement Learning

Annie Xie, Archit Sharma, Chelsea Finn, Fahim Tajwar

arxiv:2210.10765 v1 · 2022-10-19 · 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{U7MKIHTAG55AVTMND75WNOZIPN}

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.

Receipt and verification

First computed	2026-07-05T05:08:23.548993Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a7d8a41e60377a0acd8d1ffb66bb287b50e38a0d60e93fbed9d30921e4004ebe

Aliases

arxiv: 2210.10765 · arxiv_version: 2210.10765v1 · doi: 10.48550/arxiv.2210.10765 · pith_short_12: U7MKIHTAG55A · pith_short_16: U7MKIHTAG55AVTMN · pith_short_8: U7MKIHTA

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/U7MKIHTAG55AVTMND75WNOZIPN \
  | 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: a7d8a41e60377a0acd8d1ffb66bb287b50e38a0d60e93fbed9d30921e4004ebe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1dc77bf137ee54d0a3622710c2b747760b2b27507ed3759239ee53333661129",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-19T17:57:24Z",
    "title_canon_sha256": "828933039c4c317aa5ec78b16c8224f4a9217cef79568077711222fe140f836d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.10765",
    "kind": "arxiv",
    "version": 1
  }
}