Pith Number

pith:32QMOK23

pith:2019:32QMOK23EV63FW4EYHRWRLFPLW

not attested not anchored not stored refs pending

Reward Advancement: Transforming Policy under Maximum Causal Entropy Principle

Guojun Wu, Jie Bao, Jieping Ye, Jun Luo, Yanhua Li, Yu Zheng, Zhenming Liu

arxiv:1907.05390 v1 · 2019-07-11 · 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{32QMOK23EV63FW4EYHRWRLFPLW}

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	2026-05-17T23:40:50.430198Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dea0c72b5b257db2db84c1e368acaf5da6f4a5eb985c8d4725f5832cf042dc7c

Aliases

arxiv: 1907.05390 · arxiv_version: 1907.05390v1 · doi: 10.48550/arxiv.1907.05390 · pith_short_12: 32QMOK23EV63 · pith_short_16: 32QMOK23EV63FW4E · pith_short_8: 32QMOK23

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/32QMOK23EV63FW4EYHRWRLFPLW \
  | 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: dea0c72b5b257db2db84c1e368acaf5da6f4a5eb985c8d4725f5832cf042dc7c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac9add46b50009e70b9568882ab9ecec18b1689695d3332c2be304d0cc89406a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2019-07-11T17:11:57Z",
    "title_canon_sha256": "a5296644448d8e5b9d10cd8d165d3f2ad3275363bc440d1b28994bc0afdc6ab9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.05390",
    "kind": "arxiv",
    "version": 1
  }
}