Pith Number

pith:EU7F35AP

pith:2024:EU7F35APYWV6JRLHP5AFX3RVIB

not attested not anchored not stored refs pending

Highway Graph to Accelerate Reinforcement Learning

Dong Gong, Javen Q. Shi, Stefano V. Albrecht, Zhen Zhang, Zidu Yin

arxiv:2405.11727 v2 · 2024-05-20 · 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{EU7F35APYWV6JRLHP5AFX3RVIB}

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	2026-07-05T09:57:42.689239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

253e5df40fc5abe4c5677f405bee35407539b207d6f2cef14baca067d1267e26

Aliases

arxiv: 2405.11727 · arxiv_version: 2405.11727v2 · doi: 10.48550/arxiv.2405.11727 · pith_short_12: EU7F35APYWV6 · pith_short_16: EU7F35APYWV6JRLH · pith_short_8: EU7F35AP

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/EU7F35APYWV6JRLHP5AFX3RVIB \
  | 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: 253e5df40fc5abe4c5677f405bee35407539b207d6f2cef14baca067d1267e26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "689c55c3c5ae3aca2c60b3f3540ffacc1b2a680b0d02aea526eca225a4cf2841",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-20T02:09:07Z",
    "title_canon_sha256": "71a48b5014df09b99dd68e345bb01df2692834e429f0607587faef811aad2f0e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.11727",
    "kind": "arxiv",
    "version": 2
  }
}