Pith Number

pith:GZQZ7V7I

pith:2020:GZQZ7V7IMZO4QAVKPVEYBWEU3S

not attested not anchored not stored refs pending

Is Long Horizon Reinforcement Learning More Difficult Than Short Horizon Reinforcement Learning?

Lin F. Yang, Ruosong Wang, Sham M. Kakade, Simon S. Du

arxiv:2005.00527 v2 · 2020-05-01 · cs.LG · cs.AI · math.OC · 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{GZQZ7V7IMZO4QAVKPVEYBWEU3S}

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	2026-07-05T01:17:27.603425Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36619fd7e8665dc802aa7d4980d894dc848569613f094951d39f643d48bc4223

Aliases

arxiv: 2005.00527 · arxiv_version: 2005.00527v2 · doi: 10.48550/arxiv.2005.00527 · pith_short_12: GZQZ7V7IMZO4 · pith_short_16: GZQZ7V7IMZO4QAVK · pith_short_8: GZQZ7V7I

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/GZQZ7V7IMZO4QAVKPVEYBWEU3S \
  | 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: 36619fd7e8665dc802aa7d4980d894dc848569613f094951d39f643d48bc4223

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8200d39a7db99849a4207754361e48b30a69abebe755cc2ba6acf7a99d38fc94",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-01T17:56:38Z",
    "title_canon_sha256": "bb6a98d94bcbd4833f55867cfc41561a8733a8700a5611c94d8d9f6c8fceb213"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.00527",
    "kind": "arxiv",
    "version": 2
  }
}