Pith Number

pith:KULZUIPB

pith:2016:KULZUIPB3GZX5M2OSJGLKU6SLT

not attested not anchored not stored refs pending

Exploration for Multi-task Reinforcement Learning with Deep Generative Models

Balaraman Ravindran, JS Suhas, Sai Praveen Bangaru

arxiv:1611.09894 v1 · 2016-11-29 · cs.AI · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KULZUIPB3GZX5M2OSJGLKU6SLT}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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	2026-05-18T00:56:05.110089Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55179a21e1d9b37eb34e924cb553d25cc2ef241b9ec9418aae12574f7f1c998d

Aliases

arxiv: 1611.09894 · arxiv_version: 1611.09894v1 · doi: 10.48550/arxiv.1611.09894 · pith_short_12: KULZUIPB3GZX · pith_short_16: KULZUIPB3GZX5M2O · pith_short_8: KULZUIPB

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/KULZUIPB3GZX5M2OSJGLKU6SLT \
  | 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: 55179a21e1d9b37eb34e924cb553d25cc2ef241b9ec9418aae12574f7f1c998d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22a14073a092798352f194244268175901786a448b64096ae7f5b790b99b79b9",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2016-11-29T21:32:25Z",
    "title_canon_sha256": "8f980566e52def5264b857fb50925be71259ab5650f1a19d2d986b5bbe4246ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.09894",
    "kind": "arxiv",
    "version": 1
  }
}