Pith Number

pith:TLAKR4PJ

pith:2020:TLAKR4PJ5IFP4ZGWRWOCHZFJRE

not attested not anchored not stored refs pending

Novel Policy Seeking with Constrained Optimization

Bo Dai, Bolei Zhou, Dahua Lin, Hao Sun, Jian Guo, Zhenghao Peng

arxiv:2005.10696 v3 · 2020-05-21 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TLAKR4PJ5IFP4ZGWRWOCHZFJRE}

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	2026-07-05T05:11:33.411056Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ac0a8f1e9ea0afe64d68d9c23e4a9890747c6037b5b09d3f12db312614c9fc5

Aliases

arxiv: 2005.10696 · arxiv_version: 2005.10696v3 · doi: 10.48550/arxiv.2005.10696 · pith_short_12: TLAKR4PJ5IFP · pith_short_16: TLAKR4PJ5IFP4ZGW · pith_short_8: TLAKR4PJ

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/TLAKR4PJ5IFP4ZGWRWOCHZFJRE \
  | 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: 9ac0a8f1e9ea0afe64d68d9c23e4a9890747c6037b5b09d3f12db312614c9fc5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5ceb0debb9d57becc141262b3dfbd88cbf1141faccea3d19747f0b20a4debf1",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-21T14:39:14Z",
    "title_canon_sha256": "6a35d878288b709ac1484579494bf0f76d0191910fd36d15652dbab6d6ac2733"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.10696",
    "kind": "arxiv",
    "version": 3
  }
}