Pith Number

pith:LXW7ADRA

pith:2019:LXW7ADRAFZ5QJVXTK4GUVW5V4F

not attested not anchored not stored refs pending

Continual Reinforcement Learning with Diversity Exploration and Adversarial Self-Correction

Fengda Zhu, Mingkui Tan, Runhao Zeng, Xiaojun Chang

arxiv:1906.09205 v1 · 2019-06-21 · cs.LG · cs.AI · cs.RO · 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{LXW7ADRAFZ5QJVXTK4GUVW5V4F}

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	2026-05-17T23:42:44.172267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5dedf00e202e7b04d6f3570d4adbb5e16e5fee4ed02bf380d9521c0e0895a69a

Aliases

arxiv: 1906.09205 · arxiv_version: 1906.09205v1 · doi: 10.48550/arxiv.1906.09205 · pith_short_12: LXW7ADRAFZ5Q · pith_short_16: LXW7ADRAFZ5QJVXT · pith_short_8: LXW7ADRA

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/LXW7ADRAFZ5QJVXTK4GUVW5V4F \
  | 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: 5dedf00e202e7b04d6f3570d4adbb5e16e5fee4ed02bf380d9521c0e0895a69a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "860df1214d29c6da11ecd3a7d2a29038732841aaaab7492e8190f0379da633aa",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-21T15:44:41Z",
    "title_canon_sha256": "5057549b392403e04934b18a29817b51846efb3b51f3f444fb1679c0ba171282"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.09205",
    "kind": "arxiv",
    "version": 1
  }
}