Pith Number

pith:OPQUOICW

pith:2022:OPQUOICWL4MZEDLD5CKYEB7UR2

not attested not anchored not stored refs pending

Exploration via Planning for Information about the Optimal Trajectory

Ian Char, Jeff Schneider, Joseph Abbate, Mark D. Boyer, Rory Conlin, Stefano Ermon, Viraj Mehta, Willie Neiswanger

arxiv:2210.04642 v1 · 2022-10-06 · cs.LG · cs.AI · cs.RO · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OPQUOICWL4MZEDLD5CKYEB7UR2}

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

HAEPO: History-Aggregated Exploratory Policy Optimization

Receipt and verification

First computed	2026-07-05T05:04:55.443538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73e14720565f19920d63e8958207f48eb75df9df2f76d76c9f26e23854186436

Aliases

arxiv: 2210.04642 · arxiv_version: 2210.04642v1 · doi: 10.48550/arxiv.2210.04642 · pith_short_12: OPQUOICWL4MZ · pith_short_16: OPQUOICWL4MZEDLD · pith_short_8: OPQUOICW

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/OPQUOICWL4MZEDLD5CKYEB7UR2 \
  | 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: 73e14720565f19920d63e8958207f48eb75df9df2f76d76c9f26e23854186436

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d9c42ef13559358c2f7f72c042be3e76ad87006bbffd878db5af0dabdc71bfb5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-06T20:28:55Z",
    "title_canon_sha256": "c127a099c224aebef5fe3c9fb0c7d4938b8abc96dd632488c5075fb40c37afb7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.04642",
    "kind": "arxiv",
    "version": 1
  }
}