Pith Number

pith:Z5NSCYVQ

pith:2017:Z5NSCYVQACX3CJR7ZQ7DHS5L4D

not attested not anchored not stored refs pending

Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning

Abhishek Das, Dhruv Batra, Jos\'e M. F. Moura, Satwik Kottur, Stefan Lee

arxiv:1703.06585 v2 · 2017-03-20 · cs.CV · cs.AI · cs.CL · 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{Z5NSCYVQACX3CJR7ZQ7DHS5L4D}

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	2026-05-18T00:48:14.048143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf5b2162b000afb1263fcc3e33cbabe0c8013b5a071b266671844750b6ab3592

Aliases

arxiv: 1703.06585 · arxiv_version: 1703.06585v2 · doi: 10.48550/arxiv.1703.06585 · pith_short_12: Z5NSCYVQACX3 · pith_short_16: Z5NSCYVQACX3CJR7 · pith_short_8: Z5NSCYVQ

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/Z5NSCYVQACX3CJR7ZQ7DHS5L4D \
  | 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: cf5b2162b000afb1263fcc3e33cbabe0c8013b5a071b266671844750b6ab3592

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ca34f645961a1b3497b9e1eae0ec97bd764e94d2e79a4d99b77d9de9ef6e571",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2017-03-20T03:50:57Z",
    "title_canon_sha256": "a6cd357c285594e2fe1e62a8f00a82272eee7d9769d3b449058eb81819599428"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.06585",
    "kind": "arxiv",
    "version": 2
  }
}