Pith Number

pith:3VUBO462

pith:2020:3VUBO462T6LJPRE6YO3AAWZEX2

not attested not anchored not stored refs pending

Weakly-Supervised Reinforcement Learning for Controllable Behavior

Benjamin Eysenbach, Chelsea Finn, Lisa Lee, Ruslan Salakhutdinov, Shixiang Shane Gu

arxiv:2004.02860 v2 · 2020-04-06 · cs.LG · cs.RO · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3VUBO462T6LJPRE6YO3AAWZEX2}

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.

Receipt and verification

First computed	2026-07-05T01:52:34.958309Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd681773da9f9697c49ec3b6005b24be98eea0de6df9d0cbeeec25c4c3398cc7

Aliases

arxiv: 2004.02860 · arxiv_version: 2004.02860v2 · doi: 10.48550/arxiv.2004.02860 · pith_short_12: 3VUBO462T6LJ · pith_short_16: 3VUBO462T6LJPRE6 · pith_short_8: 3VUBO462

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/3VUBO462T6LJPRE6YO3AAWZEX2 \
  | 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: dd681773da9f9697c49ec3b6005b24be98eea0de6df9d0cbeeec25c4c3398cc7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bc5324702522bd948e8a4406cbbb74f3fa170419575f97244965cba4d454a4f",
    "cross_cats_sorted": [
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-04-06T17:50:28Z",
    "title_canon_sha256": "2aad1c8695ef071d7c84747099322e60963e4bbd94d577fc783b69a07a75b06f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.02860",
    "kind": "arxiv",
    "version": 2
  }
}