Pith Number

pith:GJ3A5GRN

pith:2024:GJ3A5GRNSZJOBNKG3KM72DA5HT

not attested not anchored not stored refs pending

Behavioural Cloning in VizDoom

Ayush Raina, Guy Moss, Pierluigi Vito Amadori, Ryan Spick, Timothy Bradley

arxiv:2401.03993 v1 · 2024-01-08 · cs.LG · cs.AI · 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{GJ3A5GRNSZJOBNKG3KM72DA5HT}

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	2026-07-05T07:31:22.531079Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32760e9a2d9652e0b546da99fd0c1d3cec3b0f54a45125b6e492c5e64647ee19

Aliases

arxiv: 2401.03993 · arxiv_version: 2401.03993v1 · doi: 10.48550/arxiv.2401.03993 · pith_short_12: GJ3A5GRNSZJO · pith_short_16: GJ3A5GRNSZJOBNKG · pith_short_8: GJ3A5GRN

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/GJ3A5GRNSZJOBNKG3KM72DA5HT \
  | 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: 32760e9a2d9652e0b546da99fd0c1d3cec3b0f54a45125b6e492c5e64647ee19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a153f11a6440c696939fee97326b2e724f8a22623b9d9c06a0bad0a14963635",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-08T16:15:43Z",
    "title_canon_sha256": "328fc970a5de77a4e8b65a7b80d99ffd93f88b4bbee419e5d37da9dfec247981"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.03993",
    "kind": "arxiv",
    "version": 1
  }
}