Pith Number

pith:XVE3NROP

pith:2018:XVE3NROPIZ7PV45TYO3FM57UR3

not attested not anchored not stored refs pending

Learning Goal-Oriented Visual Dialog via Tempered Policy Gradient

Rui Zhao, Volker Tresp

arxiv:1807.00737 v5 · 2018-07-02 · 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{XVE3NROPIZ7PV45TYO3FM57UR3}

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	2026-07-05T01:05:08.169557Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd49b6c5cf467efaf3b3c3b65677f48ee78fbef6966c5e3a48ca75f99accae16

Aliases

arxiv: 1807.00737 · arxiv_version: 1807.00737v5 · doi: 10.48550/arxiv.1807.00737 · pith_short_12: XVE3NROPIZ7P · pith_short_16: XVE3NROPIZ7PV45T · pith_short_8: XVE3NROP

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/XVE3NROPIZ7PV45TYO3FM57UR3 \
  | 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: bd49b6c5cf467efaf3b3c3b65677f48ee78fbef6966c5e3a48ca75f99accae16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "211c477b0bded4715345c39d33c79c2e14df3ce68061f05b5cf695187503cb99",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-02T15:14:43Z",
    "title_canon_sha256": "aba203a93fd06ced65b93b874a2fff9bf71a46fbe6e132e8ea80d61156ffd0be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.00737",
    "kind": "arxiv",
    "version": 5
  }
}