Pith Number

pith:X6ZDTWDG

pith:2022:X6ZDTWDGAWATABL6GSQXTJ2N2C

not attested not anchored not stored refs pending

ProtoX: Explaining a Reinforcement Learning Agent via Prototyping

Qihang Lin, Ronilo J. Ragodos, Tong Wang, Xun Zhou

arxiv:2211.03162 v1 · 2022-11-06 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X6ZDTWDGAWATABL6GSQXTJ2N2C}

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

1 paper in Pith

Perspectives for Direct Interpretability in Multi-Agent Deep Reinforcement Learning

Receipt and verification

First computed	2026-07-05T05:13:45.261532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bfb239d866058130057e34a179a74dd08bc7149843cde741a2be1ff7447cc9da

Aliases

arxiv: 2211.03162 · arxiv_version: 2211.03162v1 · doi: 10.48550/arxiv.2211.03162 · pith_short_12: X6ZDTWDGAWAT · pith_short_16: X6ZDTWDGAWATABL6 · pith_short_8: X6ZDTWDG

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/X6ZDTWDGAWATABL6GSQXTJ2N2C \
  | 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: bfb239d866058130057e34a179a74dd08bc7149843cde741a2be1ff7447cc9da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6b55533e3deac6887f0d07493e763a8ad28d9a2460bb820fc9b3007abf9d0f4",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-06T16:05:39Z",
    "title_canon_sha256": "118c2ec0fbd999cdfc74484eca82a23b4741f11ac1efa24ff1d16876740cf8f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.03162",
    "kind": "arxiv",
    "version": 1
  }
}