Pith Number

pith:RZ5PFJ22

pith:2022:RZ5PFJ222KEY2GLDRONX4SN6CN

not attested not anchored not stored refs pending

Redeeming Intrinsic Rewards via Constrained Optimization

Eric Chen, Joni Pajarinen, Pulkit Agrawal, Zhang-Wei Hong

arxiv:2211.07627 v2 · 2022-11-14 · 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{RZ5PFJ222KEY2GLDRONX4SN6CN}

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

Action-Dependent Optimality-Preserving Reward Shaping

Receipt and verification

First computed	2026-07-05T05:17:14.006808Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e7af2a75ad2898d19638b9b7e49be13425b24a8c97d361f5e56504cc23477ea

Aliases

arxiv: 2211.07627 · arxiv_version: 2211.07627v2 · doi: 10.48550/arxiv.2211.07627 · pith_short_12: RZ5PFJ222KEY · pith_short_16: RZ5PFJ222KEY2GLD · pith_short_8: RZ5PFJ22

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/RZ5PFJ222KEY2GLDRONX4SN6CN \
  | 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: 8e7af2a75ad2898d19638b9b7e49be13425b24a8c97d361f5e56504cc23477ea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "244ed9d873b69d4c331969ba23f4ab2b734a0382e47af0a8a3776a37ecbe9b11",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-14T18:49:26Z",
    "title_canon_sha256": "a27355267dcf822618be1fe5fe2984fc4eed0042e5b8b14b1116ef67268727b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.07627",
    "kind": "arxiv",
    "version": 2
  }
}