Pith Number

pith:AZ6XIVV6

pith:2025:AZ6XIVV6ZVRDKDRFBMWGPR6KL6

not attested not anchored not stored refs pending

An Empirical Study of Deep Reinforcement Learning in Continuing Tasks

Dmytro Korenkevych, Yi Wan, Zheqing Zhu

arxiv:2501.06937 v1 · 2025-01-12 · 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{AZ6XIVV6ZVRDKDRFBMWGPR6KL6}

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	2026-07-05T10:00:12.626468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

067d7456becd62350e250b2c67c7ca5f8143581eef6d7a663577eda5550c8860

Aliases

arxiv: 2501.06937 · arxiv_version: 2501.06937v1 · doi: 10.48550/arxiv.2501.06937 · pith_short_12: AZ6XIVV6ZVRD · pith_short_16: AZ6XIVV6ZVRDKDRF · pith_short_8: AZ6XIVV6

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/AZ6XIVV6ZVRDKDRFBMWGPR6KL6 \
  | 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: 067d7456becd62350e250b2c67c7ca5f8143581eef6d7a663577eda5550c8860

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6246057f7e1764e83d776c0534387ea8fd932a3631dcb4ca3a3ad126f81101ee",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-12T21:24:27Z",
    "title_canon_sha256": "cafecc3b966eb9905473c37b874f64bd98bfcc9772a0ecad9f9d1f197b57642e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.06937",
    "kind": "arxiv",
    "version": 1
  }
}