Pith Number

pith:55A4E2XT

pith:2019:55A4E2XTL6VSZEXROMQQKRHSBF

not attested not anchored not stored refs pending

Reinforcement Learning Applications

Yuxi Li

arxiv:1908.06973 v1 · 2019-08-19 · cs.LG · 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{55A4E2XTL6VSZEXROMQQKRHSBF}

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

MDP modeling for multi-stage stochastic programs

Receipt and verification

First computed	2026-07-04T23:58:29.801942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef41c26af35fab2c92f173210544f20945dfc12dab24331459f4e1162d41f992

Aliases

arxiv: 1908.06973 · arxiv_version: 1908.06973v1 · doi: 10.48550/arxiv.1908.06973 · pith_short_12: 55A4E2XTL6VS · pith_short_16: 55A4E2XTL6VSZEXR · pith_short_8: 55A4E2XT

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/55A4E2XTL6VSZEXROMQQKRHSBF \
  | 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: ef41c26af35fab2c92f173210544f20945dfc12dab24331459f4e1162d41f992

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d73d4fe255535622a6c6e4f79c7ee3d136aea94ee081281c66536c5335821fb5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-08-19T09:47:22Z",
    "title_canon_sha256": "4103227c2416f534091b9e21d632d2c4550606251eae73cdc92c6223a6ee488c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.06973",
    "kind": "arxiv",
    "version": 1
  }
}