Pith Number

pith:DQGEHEZH

pith:2019:DQGEHEZHGPWOAEC6DKRPOHPEF5

not attested not anchored not stored refs pending

Split Q Learning: Reinforcement Learning with Two-Stream Rewards

Baihan Lin, Djallel Bouneffouf, Guillermo Cecchi

arxiv:1906.12350 v2 · 2019-06-21 · cs.LG · cs.AI · cs.MA · q-bio.NC · 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{DQGEHEZHGPWOAEC6DKRPOHPEF5}

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

Predicting human cooperation: sensitizing drift-diffusion model to interaction and external stimuli

Receipt and verification

First computed	2026-07-05T00:18:51.681201Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c0c43932733ece0105e1aa2f71de42f7c952c923f75bb3b892763e5bdb809bc

Aliases

arxiv: 1906.12350 · arxiv_version: 1906.12350v2 · doi: 10.48550/arxiv.1906.12350 · pith_short_12: DQGEHEZHGPWO · pith_short_16: DQGEHEZHGPWOAEC6 · pith_short_8: DQGEHEZH

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/DQGEHEZHGPWOAEC6DKRPOHPEF5 \
  | 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: 1c0c43932733ece0105e1aa2f71de42f7c952c923f75bb3b892763e5bdb809bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0247a189cbf1c3a2c6a502d8230cc92c1713112f3bb681fe936a65765149c43b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA",
      "q-bio.NC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-21T01:59:52Z",
    "title_canon_sha256": "72d748dc75acb51819f822f2e8454d93342b7d882926198399376eae008af6f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.12350",
    "kind": "arxiv",
    "version": 2
  }
}