Pith Number

pith:WSRIZ6G6

pith:2016:WSRIZ6G6HI3THDGKJZ7FLKTUKL

not attested not anchored not stored refs pending

Option Discovery in Hierarchical Reinforcement Learning using Spatio-Temporal Clustering

Aravind Srinivas, Balaraman Ravindran, Peeyush Kumar, Ramnandan Krishnamurthy

arxiv:1605.05359 v3 · 2016-05-17 · cs.LG · cs.AI · cs.CV · 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{WSRIZ6G6HI3THDGKJZ7FLKTUKL}

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

1 paper in Pith

Reinforcement Learning with Action Chunking

Receipt and verification

First computed	2026-07-05T01:36:56.085941Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4a28cf8de3a37338cca4e7e55aa7452fb166ecd3cd9f53e47c021da7d162b0a

Aliases

arxiv: 1605.05359 · arxiv_version: 1605.05359v3 · doi: 10.48550/arxiv.1605.05359 · pith_short_12: WSRIZ6G6HI3T · pith_short_16: WSRIZ6G6HI3THDGK · pith_short_8: WSRIZ6G6

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/WSRIZ6G6HI3THDGKJZ7FLKTUKL \
  | 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: b4a28cf8de3a37338cca4e7e55aa7452fb166ecd3cd9f53e47c021da7d162b0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c4c9fc7aedbead9283233cabfececbad6c0237616dc3cfffaabe2a10184e692",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-05-17T20:44:19Z",
    "title_canon_sha256": "1f510768dab88035ba95a87a9ae0c6887ef787e8fd85d44604522bfccaee41b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1605.05359",
    "kind": "arxiv",
    "version": 3
  }
}