Pith Number

pith:5Y46OVVB

pith:2015:5Y46OVVBJORA3GO26QSCNLDG3E

not attested not anchored not stored refs pending

Stick-Breaking Policy Learning in Dec-POMDPs

Christopher Amato, Jonathan P. How, Lawrence Carin, Miao Liu, Xuejun Liao

arxiv:1505.00274 v2 · 2015-05-01 · cs.AI · cs.SY · 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{5Y46OVVBJORA3GO26QSCNLDG3E}

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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

Approximations and Learning for Decentralized Stochastic Control and Near Optimal Finite Window Policies

Receipt and verification

First computed	2026-05-18T01:26:18.409025Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ee39e756a14ba20d99daf42426ac66d906f24296a05e5e8e31c3484509a39d43

Aliases

arxiv: 1505.00274 · arxiv_version: 1505.00274v2 · doi: 10.48550/arxiv.1505.00274 · pith_short_12: 5Y46OVVBJORA · pith_short_16: 5Y46OVVBJORA3GO2 · pith_short_8: 5Y46OVVB

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/5Y46OVVBJORA3GO26QSCNLDG3E \
  | 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: ee39e756a14ba20d99daf42426ac66d906f24296a05e5e8e31c3484509a39d43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcbf82ea8f3b5407e24ad84bb59fe4211f1b4284a0533215009eb6be20341938",
    "cross_cats_sorted": [
      "cs.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2015-05-01T20:29:27Z",
    "title_canon_sha256": "212700f00dd98c9bc5f8f3efdca25fabf4b641655ccd7af2c01a556c963bfa0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1505.00274",
    "kind": "arxiv",
    "version": 2
  }
}