Pith Number

pith:RIVUP7CW

pith:2021:RIVUP7CWH5VM6MOG2QFKUQIYY6

not attested not anchored not stored refs pending

Safer Reinforcement Learning through Transferable Instinct Networks

Djordje Grbic, Sebastian Risi

arxiv:2107.06686 v1 · 2021-07-14 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RIVUP7CWH5VM6MOG2QFKUQIYY6}

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	2026-07-05T02:58:00.380794Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a2b47fc563f6acf31c6d40aaa4118c7bd9c89ff103fd8aa2e290e511594b97a

Aliases

arxiv: 2107.06686 · arxiv_version: 2107.06686v1 · doi: 10.48550/arxiv.2107.06686 · pith_short_12: RIVUP7CWH5VM · pith_short_16: RIVUP7CWH5VM6MOG · pith_short_8: RIVUP7CW

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/RIVUP7CWH5VM6MOG2QFKUQIYY6 \
  | 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: 8a2b47fc563f6acf31c6d40aaa4118c7bd9c89ff103fd8aa2e290e511594b97a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62801f6c717ede87ba6af4c561211f5a225a2a67419014cfeb03a589a1ced91e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-14T13:22:04Z",
    "title_canon_sha256": "cb74823bcb78228548537aa24edfe3dde9737a70135709cb36c8eb6bf7c56504"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.06686",
    "kind": "arxiv",
    "version": 1
  }
}