Pith Number

pith:WTNT65PG

pith:2022:WTNT65PGPOBMTSJSKH4VMIPV3K

not attested not anchored not stored refs pending

Characterizing the Action-Generalization Gap in Deep Q-Learning

Cameron Allen, George Konidaris, Kavosh Asadi, Zhiyuan Zhou

arxiv:2205.05588 v1 · 2022-05-11 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WTNT65PGPOBMTSJSKH4VMIPV3K}

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	2026-07-05T04:22:27.445839Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b4db3f75e67b82c9c93251f95621f5daac2c0dec16776d1b5a934eb854c5c842

Aliases

arxiv: 2205.05588 · arxiv_version: 2205.05588v1 · doi: 10.48550/arxiv.2205.05588 · pith_short_12: WTNT65PGPOBM · pith_short_16: WTNT65PGPOBMTSJS · pith_short_8: WTNT65PG

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/WTNT65PGPOBMTSJSKH4VMIPV3K \
  | 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: b4db3f75e67b82c9c93251f95621f5daac2c0dec16776d1b5a934eb854c5c842

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "baaf1dbd81cf407ef94d0e5951487d131acafddfbb74016d35fa8fbd9a9c4884",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-05-11T16:00:46Z",
    "title_canon_sha256": "cde6aef70aee371599c7df02449b6cb7742ec8b43008ebe7388e0c28caeb7d78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.05588",
    "kind": "arxiv",
    "version": 1
  }
}