Pith Number

pith:EPRW3R3O

pith:2026:EPRW3R3OGRWWGLRKXEBBFB3OSV

not attested not anchored not stored refs pending

Behavior-Aware Auxiliary Corrections for Off-Policy Temporal-Difference Prediction

Chao Li, Guang Yang, Shangdong Yang, Wenhao Wang, Xingguo Chen, Yuchen Shen, Zhiang He

arxiv:2605.28855 v1 · 2026-05-17 · 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{EPRW3R3OGRWWGLRKXEBBFB3OSV}

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	2026-05-29T00:04:14.372143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23e36dc76e346d632e2ab90212876e95653709ce07073192e39d6effe44f37f4

Aliases

arxiv: 2605.28855 · arxiv_version: 2605.28855v1 · doi: 10.48550/arxiv.2605.28855 · pith_short_12: EPRW3R3OGRWW · pith_short_16: EPRW3R3OGRWWGLRK · pith_short_8: EPRW3R3O

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/EPRW3R3OGRWWGLRKXEBBFB3OSV \
  | 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: 23e36dc76e346d632e2ab90212876e95653709ce07073192e39d6effe44f37f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "405bfb781851e30fccf1ef3cf49d8207476cc2073decf0802ed0ba49cb7ffa2f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-17T08:49:52Z",
    "title_canon_sha256": "7cf6196b35b43965377a8ccae9dd20255e1a3f75af6754088b363f972ed58667"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.28855",
    "kind": "arxiv",
    "version": 1
  }
}