Pith Number

pith:KNIN5VRQ

pith:2022:KNIN5VRQUKI6YTJT26D2YOO3Z4

not attested not anchored not stored refs pending

Active Perception Applied To Unmanned Aerial Vehicles Through Deep Reinforcement Learning

Matheus G. Mateus, Paulo L. J. Drews-Jr, Ricardo B. Grando

arxiv:2209.06336 v1 · 2022-09-13 · cs.RO · 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{KNIN5VRQUKI6YTJT26D2YOO3Z4}

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	2026-07-05T04:57:29.457595Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5350ded630a291ec4d33d787ac39dbcf2dac6ba43cbfd8a8d01180a8a6cd91f4

Aliases

arxiv: 2209.06336 · arxiv_version: 2209.06336v1 · doi: 10.48550/arxiv.2209.06336 · pith_short_12: KNIN5VRQUKI6 · pith_short_16: KNIN5VRQUKI6YTJT · pith_short_8: KNIN5VRQ

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/KNIN5VRQUKI6YTJT26D2YOO3Z4 \
  | 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: 5350ded630a291ec4d33d787ac39dbcf2dac6ba43cbfd8a8d01180a8a6cd91f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32f97097ab3be041eb0a846a033ac517c6ac92ca7fdf0a59b08674554fd5ea75",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2022-09-13T22:51:34Z",
    "title_canon_sha256": "8a6d3d1c3105ba5b1a0b8fdf177dbe991ba2f324f25effdd36feaaf3fc9d6cb5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.06336",
    "kind": "arxiv",
    "version": 1
  }
}