Pith Number

pith:7JG6PGLM

pith:2023:7JG6PGLMBCZNT6WW5IWQRRTDKZ

not attested not anchored not stored refs pending

Learning Interpretable Models of Aircraft Handling Behaviour by Reinforcement Learning from Human Feedback

Arthur Richards, Jonathan Lawry, Tom Bewley

arxiv:2305.16924 v1 · 2023-05-26 · 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{7JG6PGLMBCZNT6WW5IWQRRTDKZ}

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	2026-07-05T06:14:19.169009Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa4de7996c08b2d9fad6ea2d08c66356692157b4366ba04da13f608438e44ee9

Aliases

arxiv: 2305.16924 · arxiv_version: 2305.16924v1 · doi: 10.48550/arxiv.2305.16924 · pith_short_12: 7JG6PGLMBCZN · pith_short_16: 7JG6PGLMBCZNT6WW · pith_short_8: 7JG6PGLM

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/7JG6PGLMBCZNT6WW5IWQRRTDKZ \
  | 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: fa4de7996c08b2d9fad6ea2d08c66356692157b4366ba04da13f608438e44ee9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "665c6adca986f9d9697467dae72ac3f562e9ba93b198bbc1746e556fec9b135a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-05-26T13:37:59Z",
    "title_canon_sha256": "aa39eaf11b08a33777fd08d078226416a7b427d18d868b2f7ea1dfa9b35f3e35"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.16924",
    "kind": "arxiv",
    "version": 1
  }
}