Pith Number

pith:KM6SW7T4

pith:2020:KM6SW7T4LSRMO2R4W7NKLB7GRT

not attested not anchored not stored refs pending

Safe Reinforcement Learning through Meta-learned Instincts

Djordje Grbic, Sebastian Risi

arxiv:2005.03233 v1 · 2020-05-06 · 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{KM6SW7T4LSRMO2R4W7NKLB7GRT}

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	2026-07-05T01:01:06.444952Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

533d2b7e7c5ca2c76a3cb7daa587e68cc4a083fe62a7d56a1a0bb3194961046b

Aliases

arxiv: 2005.03233 · arxiv_version: 2005.03233v1 · doi: 10.48550/arxiv.2005.03233 · pith_short_12: KM6SW7T4LSRM · pith_short_16: KM6SW7T4LSRMO2R4 · pith_short_8: KM6SW7T4

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/KM6SW7T4LSRMO2R4W7NKLB7GRT \
  | 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: 533d2b7e7c5ca2c76a3cb7daa587e68cc4a083fe62a7d56a1a0bb3194961046b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "833086338cb7139c3032c4fcd63c6cc82486ee7eeaba5800767e8f3486eb9d4a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-06T17:31:53Z",
    "title_canon_sha256": "3f49f2cca2e5b0b4c69675d059662700b05daf76f89e7a49a8a35e0f6d2c4e3d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.03233",
    "kind": "arxiv",
    "version": 1
  }
}