pith. sign in
Pith Number

pith:LP2JGRAQ

pith:2016:LP2JGRAQI5AG6CLYW5EOL4SBOL
not attested not anchored not stored refs pending

From virtual demonstration to real-world manipulation using LSTM and MDN

Aman Behal, Ladislau B\"ol\"oni, Pooya Abolghasemi, Rouhollah Rahmatizadeh

arxiv:1603.03833 v4 · 2016-03-12 · cs.RO · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LP2JGRAQI5AG6CLYW5EOL4SBOL}

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 2026-05-18T00:29:52.219992Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5bf493441047406f0978b748e5f24172e84c0e53930142f671a035453e323a52

Aliases

arxiv: 1603.03833 · arxiv_version: 1603.03833v4 · doi: 10.48550/arxiv.1603.03833 · pith_short_12: LP2JGRAQI5AG · pith_short_16: LP2JGRAQI5AG6CLY · pith_short_8: LP2JGRAQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LP2JGRAQI5AG6CLYW5EOL4SBOL \
  | 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: 5bf493441047406f0978b748e5f24172e84c0e53930142f671a035453e323a52
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fe7e00012dcd8f08eec90ec3845f53318332bf109ec4ed5d9c2b786be2d37776",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2016-03-12T00:47:38Z",
    "title_canon_sha256": "f67a4dc7b576ebc637c6f15e27f856356afccdfc6f865364dc034633ea395440"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1603.03833",
    "kind": "arxiv",
    "version": 4
  }
}