Pith Number

pith:BEZTHYZO

pith:2016:BEZTHYZO2P3QFJXH45HIFSKSRH

not attested not anchored not stored refs pending

Generalizing Skills with Semi-Supervised Reinforcement Learning

Chelsea Finn, Justin Fu, Pieter Abbeel, Sergey Levine, Tianhe Yu

arxiv:1612.00429 v2 · 2016-12-01 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BEZTHYZO2P3QFJXH45HIFSKSRH}

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.

Cited by

1 paper in Pith

The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning

Receipt and verification

First computed	2026-05-18T00:48:59.597090Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

093333e32ed3f702a6e7e74e82c95289c672f89cf04234d38ee60139d2843eaf

Aliases

arxiv: 1612.00429 · arxiv_version: 1612.00429v2 · doi: 10.48550/arxiv.1612.00429 · pith_short_12: BEZTHYZO2P3Q · pith_short_16: BEZTHYZO2P3QFJXH · pith_short_8: BEZTHYZO

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/BEZTHYZO2P3QFJXH45HIFSKSRH \
  | 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: 093333e32ed3f702a6e7e74e82c95289c672f89cf04234d38ee60139d2843eaf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1261ac83af234632d785b3e15bf29dabe612bf41ef92068351572fa226f2a36",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-12-01T20:48:39Z",
    "title_canon_sha256": "f53ebe1aff661abda3913ba47100df4640cb1e05410fc5891c270b3bca7ba98d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1612.00429",
    "kind": "arxiv",
    "version": 2
  }
}