Pith Number

pith:ZBSDRQB5

pith:2019:ZBSDRQB5ZFUR2YHKNMSD3NFUVO

not attested not anchored not stored refs pending

Cost-Based Goal Recognition Meets Deep Learning

Froduald Kabanza, Mariane Maynard, Thibault Duhamel

arxiv:1911.10074 v1 · 2019-11-22 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZBSDRQB5ZFUR2YHKNMSD3NFUVO}

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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.

Cited by

1 paper in Pith

Goal Recognition using Actor-Critic Optimization

Receipt and verification

First computed	2026-07-05T00:21:39.136871Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c86438c03dc9691d60ea6b243db4b4aba04363085545e169c95e1d5b7fe23d6e

Aliases

arxiv: 1911.10074 · arxiv_version: 1911.10074v1 · doi: 10.48550/arxiv.1911.10074 · pith_short_12: ZBSDRQB5ZFUR · pith_short_16: ZBSDRQB5ZFUR2YHK · pith_short_8: ZBSDRQB5

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/ZBSDRQB5ZFUR2YHKNMSD3NFUVO \
  | 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: c86438c03dc9691d60ea6b243db4b4aba04363085545e169c95e1d5b7fe23d6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a332688be10415b24ecafdb666027e1ed8a1c38525d3c8fa4bee17d8a77e186",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2019-11-22T15:09:14Z",
    "title_canon_sha256": "c6e6e72fdb0fbcd2c1cbe0003b7c7fc212068045cd040168515f414c4b92081e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.10074",
    "kind": "arxiv",
    "version": 1
  }
}