Pith Number

pith:ICYFH7AL

pith:2020:ICYFH7AL2AC4DXB24PURJNFIUN

not attested not anchored not stored refs pending

Learning Dialog Policies from Weak Demonstrations

Gabriel Gordon-Hall, Philip John Gorinski, Shay B. Cohen

arxiv:2004.11054 v2 · 2020-04-23 · cs.CL · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ICYFH7AL2AC4DXB24PURJNFIUN}

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	2026-07-05T01:26:51.716834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40b053fc0bd005c1dc3ae3e914b4a8a35fdda659280837067dab709c76c3edc2

Aliases

arxiv: 2004.11054 · arxiv_version: 2004.11054v2 · doi: 10.48550/arxiv.2004.11054 · pith_short_12: ICYFH7AL2AC4 · pith_short_16: ICYFH7AL2AC4DXB2 · pith_short_8: ICYFH7AL

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/ICYFH7AL2AC4DXB24PURJNFIUN \
  | 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: 40b053fc0bd005c1dc3ae3e914b4a8a35fdda659280837067dab709c76c3edc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e926a9a1c4dfc3e63739136948f9bc6ae45fa1ef444210af2c49871c69a76fb5",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2020-04-23T10:22:16Z",
    "title_canon_sha256": "e24b6a6bd566787c762553e54001fb29057d55f38fc8cdadd72883139f1a1d68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.11054",
    "kind": "arxiv",
    "version": 2
  }
}