Pith Number

pith:F2IYR6WU

pith:2019:F2IYR6WUE5ITSVPZBA4P4D6HAS

not attested not anchored not stored refs pending

Learn How to Cook a New Recipe in a New House: Using Map Familiarization, Curriculum Learning, and Bandit Feedback to Learn Families of Text-Based Adventure Games

Jonathan May, Xusen Yin

arxiv:1908.04777 v3 · 2019-08-13 · cs.CL · 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{F2IYR6WUE5ITSVPZBA4P4D6HAS}

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	2026-07-05T00:56:29.725681Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e9188fad427513955f90838fe0fc7049a3a43258060858aa11ecc896f3ac6bb

Aliases

arxiv: 1908.04777 · arxiv_version: 1908.04777v3 · doi: 10.48550/arxiv.1908.04777 · pith_short_12: F2IYR6WUE5IT · pith_short_16: F2IYR6WUE5ITSVPZ · pith_short_8: F2IYR6WU

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/F2IYR6WUE5ITSVPZBA4P4D6HAS \
  | 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: 2e9188fad427513955f90838fe0fc7049a3a43258060858aa11ecc896f3ac6bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "44829335da540d45c972add31d8405be937e9cc81cb7a4e7d87c811527743b70",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2019-08-13T17:48:10Z",
    "title_canon_sha256": "800d40b4f632b96216edbb10560952e5e67d4a173b39700fecb36f3f815e2f4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.04777",
    "kind": "arxiv",
    "version": 3
  }
}