Pith Number

pith:E27NAPFH

pith:2022:E27NAPFHVCJ6QKPDBMAYVIIQHG

not attested not anchored not stored refs pending

Generative Planning for Temporally Coordinated Exploration in Reinforcement Learning

Haichao Zhang, Haonan Yu, Wei Xu

arxiv:2201.09765 v2 · 2022-01-24 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E27NAPFHVCJ6QKPDBMAYVIIQHG}

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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

RAD-2: Scaling Reinforcement Learning in a Generator-Discriminator Framework

Receipt and verification

First computed	2026-07-05T03:54:04.528083Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26bed03ca7a893e829e30b018aa110399e74c1e688831c25e3e18b034aa50ef6

Aliases

arxiv: 2201.09765 · arxiv_version: 2201.09765v2 · doi: 10.48550/arxiv.2201.09765 · pith_short_12: E27NAPFHVCJ6 · pith_short_16: E27NAPFHVCJ6QKPD · pith_short_8: E27NAPFH

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/E27NAPFHVCJ6QKPDBMAYVIIQHG \
  | 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: 26bed03ca7a893e829e30b018aa110399e74c1e688831c25e3e18b034aa50ef6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86d92d18245b083f6cfa7773de3752ad14bdf7aef04724b7afabedc1a2b97532",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-24T15:53:32Z",
    "title_canon_sha256": "31f26a2f4414f24a86e446fd32d91f6fe26acf3186f416bc603ff9c984ef4dd7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.09765",
    "kind": "arxiv",
    "version": 2
  }
}