Pith Number

pith:AIOLDITX

pith:2019:AIOLDITXTX4E6AD3DXACG37DEK

not attested not anchored not stored refs pending

Robust Visual Domain Randomization for Reinforcement Learning

Jakob N. Foerster, Reda Bahi Slaoui, S\'ebastien Toth, William R. Clements

arxiv:1910.10537 v2 · 2019-10-23 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AIOLDITXTX4E6AD3DXACG37DEK}

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

ENVS: Environment-Native Verified Search for Long-Horizon GUI Agents

Receipt and verification

First computed	2026-07-05T00:46:04.595490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

021cb1a2779df84f007b1dc0236fe322ac3c4f9c2c3dc758c18563139c782185

Aliases

arxiv: 1910.10537 · arxiv_version: 1910.10537v2 · doi: 10.48550/arxiv.1910.10537 · pith_short_12: AIOLDITXTX4E · pith_short_16: AIOLDITXTX4E6AD3 · pith_short_8: AIOLDITX

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/AIOLDITXTX4E6AD3DXACG37DEK \
  | 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: 021cb1a2779df84f007b1dc0236fe322ac3c4f9c2c3dc758c18563139c782185

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e38dbcb4586092a5bf426a1cd92ba3acec31b6434ba38ca81080c5d594fff286",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-23T12:58:08Z",
    "title_canon_sha256": "21bdc997b557c6c69bed0cede63bc5c266d4e4008486b681d8c7e2f8820cb837"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.10537",
    "kind": "arxiv",
    "version": 2
  }
}