Pith Number

pith:G3IWULP4

pith:2017:G3IWULP4GMSRMOJVO6BTJS5NAW

not attested not anchored not stored refs pending

Boosting the Actor with Dual Critic

Albert Shaw, Bo Dai, Le Song, Lihong Li, Niao He

arxiv:1712.10282 v1 · 2017-12-29 · 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{G3IWULP4GMSRMOJVO6BTJS5NAW}

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.

Cited by

1 paper in Pith

Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Receipt and verification

First computed	2026-05-18T00:27:03.523069Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36d16a2dfc3325163935778334cbad05a300898deac6ac55ca30b269ac3338da

Aliases

arxiv: 1712.10282 · arxiv_version: 1712.10282v1 · doi: 10.48550/arxiv.1712.10282 · pith_short_12: G3IWULP4GMSR · pith_short_16: G3IWULP4GMSRMOJV · pith_short_8: G3IWULP4

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/G3IWULP4GMSRMOJVO6BTJS5NAW \
  | 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: 36d16a2dfc3325163935778334cbad05a300898deac6ac55ca30b269ac3338da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8bc8285af1a3ce02c015515fd129827ace30c3d75d320f1dc7a19c7c7f4ff74",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-12-29T17:17:58Z",
    "title_canon_sha256": "3569ec00e66ff22a93b79d21c9f92446571a1c030d1459c6bf09b2a6d511b872"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.10282",
    "kind": "arxiv",
    "version": 1
  }
}