Pith Number

pith:36FEO7O7

pith:2025:36FEO7O7CEZZ45LBJUKYIXSKMR

not attested not anchored not stored refs pending

Prompting Decision Transformers for Zero-Shot Reach-Avoid Policies

Kevin Li, Marinka Zitnik

arxiv:2505.19337 v2 · 2025-05-25 · cs.LG · cs.AI · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{36FEO7O7CEZZ45LBJUKYIXSKMR}

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	2026-07-05T11:10:09.977105Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df8a477ddf11339e75614d15845e4a646b097d5a274bc3f75b276b1efe02daf6

Aliases

arxiv: 2505.19337 · arxiv_version: 2505.19337v2 · doi: 10.48550/arxiv.2505.19337 · pith_short_12: 36FEO7O7CEZZ · pith_short_16: 36FEO7O7CEZZ45LB · pith_short_8: 36FEO7O7

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/36FEO7O7CEZZ45LBJUKYIXSKMR \
  | 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: df8a477ddf11339e75614d15845e4a646b097d5a274bc3f75b276b1efe02daf6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9ba916d9bc1494e80719d7f98a62a6eaf8b7196da540d22334aaea540898e81",
    "cross_cats_sorted": [
      "cs.AI",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-25T22:00:38Z",
    "title_canon_sha256": "02a2774f81b7ae00ba899e7abfac5dcad59dbbb0960ecf4543693af91107c79f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19337",
    "kind": "arxiv",
    "version": 2
  }
}