Pith Number

pith:KP6EGVPA

pith:2023:KP6EGVPA6F5UBH6473RRXPREIP

not attested not anchored not stored refs pending

Leveraging Reward Consistency for Interpretable Feature Discovery in Reinforcement Learning

Gao Huang, Huanqian Wang, Mukun Tong, Qisen Yang, Shiji Song, Wenjie Shi

arxiv:2309.01458 v1 · 2023-09-04 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KP6EGVPA6F5UBH6473RRXPREIP}

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	2026-07-05T06:47:38.214914Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53fc4355e0f17b409fdcfee31bbe2443dc3dbf71c320961d26de8aac02a91402

Aliases

arxiv: 2309.01458 · arxiv_version: 2309.01458v1 · doi: 10.48550/arxiv.2309.01458 · pith_short_12: KP6EGVPA6F5U · pith_short_16: KP6EGVPA6F5UBH64 · pith_short_8: KP6EGVPA

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/KP6EGVPA6F5UBH6473RRXPREIP \
  | 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: 53fc4355e0f17b409fdcfee31bbe2443dc3dbf71c320961d26de8aac02a91402

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b257ffe8b701c13201a01f099816cf8aa4e26b6f58a2b24baf250fc8fcd6b5ca",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-04T09:09:54Z",
    "title_canon_sha256": "2e0e4f512aa8cbad6d0fbe19a55be92423afd81d4bc6b465bed9b705fbb4cf65"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.01458",
    "kind": "arxiv",
    "version": 1
  }
}