Pith Number

pith:GGNGZUTZ

pith:2022:GGNGZUTZD35624WZVPOUYVJ6Q4

not attested not anchored not stored refs pending

Deep reinforcement learning oriented for real world dynamic scenarios

Diego Martinez, Luis Montano, Luis Riazuelo

arxiv:2210.11392 v1 · 2022-10-20 · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GGNGZUTZD35624WZVPOUYVJ6Q4}

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	2026-07-05T05:08:47.709561Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

319a6cd2791efbed72d9abdd4c553e871cb03adb2786f50e674e20350926fcb4

Aliases

arxiv: 2210.11392 · arxiv_version: 2210.11392v1 · doi: 10.48550/arxiv.2210.11392 · pith_short_12: GGNGZUTZD356 · pith_short_16: GGNGZUTZD35624WZ · pith_short_8: GGNGZUTZ

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/GGNGZUTZD35624WZVPOUYVJ6Q4 \
  | 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: 319a6cd2791efbed72d9abdd4c553e871cb03adb2786f50e674e20350926fcb4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa57ad5c30cddaa9b345cd881596947685ee089ff462f0406856adaf79f0935d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2022-10-20T16:37:37Z",
    "title_canon_sha256": "79c8fccc3b9ab4d128698208e98a9862ce76c92f5e1109deee1e67c5d5d9c0b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.11392",
    "kind": "arxiv",
    "version": 1
  }
}