Pith Number

pith:JBP2HCEX

pith:2021:JBP2HCEXSXRQYMAH6FM74PWF3U

not attested not anchored not stored refs pending

Training Value-Aligned Reinforcement Learning Agents Using a Normative Prior

Brent Harrison, Mark Riedl, Md Sultan Al Nahian, Spencer Frazier

arxiv:2104.09469 v1 · 2021-04-19 · cs.LG · cs.AI · cs.HC

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JBP2HCEXSXRQYMAH6FM74PWF3U}

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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

HAVA: Hybrid Approach to Value-Alignment through Reward Weighing for Reinforcement Learning

Receipt and verification

First computed	2026-07-05T02:33:13.591986Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

485fa3889795e30c3007f159fe3ec5dd0ff0d332a4bb534ec9b2d373a8497aea

Aliases

arxiv: 2104.09469 · arxiv_version: 2104.09469v1 · doi: 10.48550/arxiv.2104.09469 · pith_short_12: JBP2HCEXSXRQ · pith_short_16: JBP2HCEXSXRQYMAH · pith_short_8: JBP2HCEX

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/JBP2HCEXSXRQYMAH6FM74PWF3U \
  | 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: 485fa3889795e30c3007f159fe3ec5dd0ff0d332a4bb534ec9b2d373a8497aea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "979c2453543142ad562c2d9413fd1a585c290d69f3245a864e496b16afff0916",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-19T17:33:07Z",
    "title_canon_sha256": "616a32c5adcfb01e2b5cb64fb8e3bf73ccbe4034e27e6840212fd82d7149832c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.09469",
    "kind": "arxiv",
    "version": 1
  }
}