Pith Number

pith:SZSBFIRC

pith:2017:SZSBFIRCE3U73XHOQ2DZWB3FPS

not attested not anchored not stored refs pending

Non-Markovian Control with Gated End-to-End Memory Policy Networks

Julien Perez, Tomi Silander

arxiv:1705.10993 v1 · 2017-05-31 · stat.ML · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SZSBFIRCE3U73XHOQ2DZWB3FPS}

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	2026-05-18T00:43:19.583920Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

966412a22226e9fddcee86879b07657cbd7f3e470565664c91ef53ea04317a6b

Aliases

arxiv: 1705.10993 · arxiv_version: 1705.10993v1 · doi: 10.48550/arxiv.1705.10993 · pith_short_12: SZSBFIRCE3U7 · pith_short_16: SZSBFIRCE3U73XHO · pith_short_8: SZSBFIRC

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/SZSBFIRCE3U73XHOQ2DZWB3FPS \
  | 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: 966412a22226e9fddcee86879b07657cbd7f3e470565664c91ef53ea04317a6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4a1fd62071022c772872b8952e437437d8756d867de68117ce5dddeca4157293",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-05-31T09:00:44Z",
    "title_canon_sha256": "cf7319b1b35fb608a5514c24b2203e1f6a014b3fbb5f60ef3ebd0a42e2d3b060"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.10993",
    "kind": "arxiv",
    "version": 1
  }
}