Pith Number

pith:GPJ33PSC

pith:2013:GPJ33PSCZXTTZQXZP2VGRRUP2B

not attested not anchored not stored refs pending

Clustering Markov Decision Processes For Continual Transfer

Benjamin Rosman, Majd Hawasly, M. M. Hassan Mahmud, Subramanian Ramamoorthy

arxiv:1311.3959 v4 · 2013-11-15 · cs.AI · 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{GPJ33PSCZXTTZQXZP2VGRRUP2B}

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	2026-05-18T01:15:59.273833Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33d3bdbe42cde73cc2f97eaa68c68fd07937790777f5c3719df3ede7b8876737

Aliases

arxiv: 1311.3959 · arxiv_version: 1311.3959v4 · doi: 10.48550/arxiv.1311.3959 · pith_short_12: GPJ33PSCZXTT · pith_short_16: GPJ33PSCZXTTZQXZ · pith_short_8: GPJ33PSC

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/GPJ33PSCZXTTZQXZP2VGRRUP2B \
  | 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: 33d3bdbe42cde73cc2f97eaa68c68fd07937790777f5c3719df3ede7b8876737

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "defa227286ee1ad7fa7b4affd1298336c54fb80cc3315d9555a8207247de9984",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2013-11-15T19:40:58Z",
    "title_canon_sha256": "6949de96f7aff5471abb175909df9d8bec29e98ee06f62210553e59ef723eed8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1311.3959",
    "kind": "arxiv",
    "version": 4
  }
}