Pith Number

pith:DLBMWF53

pith:2024:DLBMWF53RK5QVN2YSZ36HECWA4

not attested not anchored not stored refs pending

Reward Centering

Abhishek Naik, Manan Tomar, Richard S. Sutton, Yi Wan

arxiv:2405.09999 v2 · 2024-05-16 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DLBMWF53RK5QVN2YSZ36HECWA4}

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

4 papers in Pith

Graph Transformers and Stabilized Reinforcement Learning for Large-Scale Dynamic Routing Modulation and Spectrum Allocation in Elastic Optical Networks

FlashSAC: Fast and Stable Off-Policy Reinforcement Learning for High-Dimensional Robot Control

Graph Transformers and Stabilized Reinforcement Learning for Large-Scale Dynamic Routing Modulation and Spectrum Allocation in Elastic Optical Networks

Receipt and verification

First computed	2026-07-05T09:28:30.876914Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ac2cb17bb8abb0ab7589677e39056070c0c1f90f5b58ef244e595256b455725

Aliases

arxiv: 2405.09999 · arxiv_version: 2405.09999v2 · doi: 10.48550/arxiv.2405.09999 · pith_short_12: DLBMWF53RK5Q · pith_short_16: DLBMWF53RK5QVN2Y · pith_short_8: DLBMWF53

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/DLBMWF53RK5QVN2YSZ36HECWA4 \
  | 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: 1ac2cb17bb8abb0ab7589677e39056070c0c1f90f5b58ef244e595256b455725

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2ae4638c34d622df660cdc352a2813de791132e8cc787cdbedebeb4e5b901ac",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-16T11:33:49Z",
    "title_canon_sha256": "8bb3409356ffc1706e973be7e3c9aee0572c650093b9df20efcc6887356763f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.09999",
    "kind": "arxiv",
    "version": 2
  }
}