Pith Number

pith:XT7WECNN

pith:2017:XT7WECNNBXTV7SVGA2EMBNPPCA

not attested not anchored not stored refs pending

Stochastic Neural Networks for Hierarchical Reinforcement Learning

Carlos Florensa, Pieter Abbeel, Yan Duan

arxiv:1704.03012 v1 · 2017-04-10 · cs.AI · cs.LG · cs.NE · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XT7WECNNBXTV7SVGA2EMBNPPCA}

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.

Cited by

3 papers in Pith

Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives

SALSA-RL: Stability Analysis in the Latent Space of Actions for Reinforcement Learning

QHyer: Q-conditioned Hybrid Attention-mamba Transformer for Offline Goal-conditioned RL

Receipt and verification

First computed	2026-05-18T00:46:34.020478Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcff6209ad0de75fcaa60688c0b5ef1031316a8f993f8970966405f0c562fcd1

Aliases

arxiv: 1704.03012 · arxiv_version: 1704.03012v1 · doi: 10.48550/arxiv.1704.03012 · pith_short_12: XT7WECNNBXTV · pith_short_16: XT7WECNNBXTV7SVG · pith_short_8: XT7WECNN

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/XT7WECNNBXTV7SVGA2EMBNPPCA \
  | 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: bcff6209ad0de75fcaa60688c0b5ef1031316a8f993f8970966405f0c562fcd1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "412cc5adb2dd2d793109eefc752b63045018f882a7fb075696e3ab68dabed658",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-04-10T18:41:28Z",
    "title_canon_sha256": "c1b5ada9a5456fa561ce018f2e310205433347175b55fd45e9582f8c39c868b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.03012",
    "kind": "arxiv",
    "version": 1
  }
}