Pith Number

pith:QTXGWECK

pith:2021:QTXGWECKBG4HHFISGVEXIHUAMD

not attested not anchored not stored refs pending

Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference

Aixin Sun, Lina Yao, Quan Z. Sheng, Wenjie Zhang, Xianzhi Wang, Xiaocong Chen

arxiv:2105.00822 v2 · 2021-05-03 · cs.LG · cs.AI · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QTXGWECKBG4HHFISGVEXIHUAMD}

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	2026-07-05T02:37:46.718278Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

84ee6b104a09b87395123549741e8060f93e2b0f15715a255fc32c465388155b

Aliases

arxiv: 2105.00822 · arxiv_version: 2105.00822v2 · doi: 10.48550/arxiv.2105.00822 · pith_short_12: QTXGWECKBG4H · pith_short_16: QTXGWECKBG4HHFIS · pith_short_8: QTXGWECK

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/QTXGWECKBG4HHFISGVEXIHUAMD \
  | 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: 84ee6b104a09b87395123549741e8060f93e2b0f15715a255fc32c465388155b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "728750633f2b1d3d16a1dd0b5a370fd1e753102b1f07238c7a757b7f72aedaf4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-03T13:14:25Z",
    "title_canon_sha256": "5ad7ab0e6f3ca7bb39b2bcd7f038a971ac6091d4cd1cceb1740a7b126c5bb405"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.00822",
    "kind": "arxiv",
    "version": 2
  }
}