Pith Number

pith:ACZUTWTJ

pith:2019:ACZUTWTJQDYULV43EJPPRJB3BA

not attested not anchored not stored refs pending

Performance Dynamics and Termination Errors in Reinforcement Learning: A Unifying Perspective

Clement H. C. Leung, Nikki Lijing Kuang

arxiv:1902.04179 v1 · 2019-02-11 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ACZUTWTJQDYULV43EJPPRJB3BA}

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	2026-05-17T23:54:12.872510Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00b349da6980f145d79b225ef8a43b0833e505540d633bfcf8c9eefe60b65258

Aliases

arxiv: 1902.04179 · arxiv_version: 1902.04179v1 · doi: 10.48550/arxiv.1902.04179 · pith_short_12: ACZUTWTJQDYU · pith_short_16: ACZUTWTJQDYULV43 · pith_short_8: ACZUTWTJ

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/ACZUTWTJQDYULV43EJPPRJB3BA \
  | 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: 00b349da6980f145d79b225ef8a43b0833e505540d633bfcf8c9eefe60b65258

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67bc13d73f9eee94f665c3b26f7978433c5bb43e9768c8edd061dde8dba89267",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-11T23:13:50Z",
    "title_canon_sha256": "4096592f5ba32e00d1a456ea276b74c90604a9249be3e41ee2240bff0fe0cd57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.04179",
    "kind": "arxiv",
    "version": 1
  }
}