Pith Number

pith:HBESZAGP

pith:2020:HBESZAGPMXX4CFAP2DROYGTAKJ

not attested not anchored not stored refs pending

Reinforcement learning with human advice: a survey

Anis Najar, Mohamed Chetouani

arxiv:2005.11016 v2 · 2020-05-22 · 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{HBESZAGPMXX4CFAP2DROYGTAKJ}

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

3 papers in Pith

RNG: Flat Datacenter Networks at Scale

Receipt and verification

First computed	2026-07-05T01:53:50.816892Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38492c80cf65efc1140fd0e2ec1a6052681c87d6a85881a10695aa1134007b6b

Aliases

arxiv: 2005.11016 · arxiv_version: 2005.11016v2 · doi: 10.48550/arxiv.2005.11016 · pith_short_12: HBESZAGPMXX4 · pith_short_16: HBESZAGPMXX4CFAP · pith_short_8: HBESZAGP

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/HBESZAGPMXX4CFAP2DROYGTAKJ \
  | 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: 38492c80cf65efc1140fd0e2ec1a6052681c87d6a85881a10695aa1134007b6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3bfe71951e032fd132b2e3ab10c99b3bef491be20ed6d7240e125ac5b8adf782",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-05-22T06:00:13Z",
    "title_canon_sha256": "2047804e6237f06032b5f1af1ddf1b08b6fdb53d93d8fd9455eee4637f1a46a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.11016",
    "kind": "arxiv",
    "version": 2
  }
}