Pith Number

pith:5LNSAYFF

pith:2018:5LNSAYFFO2FUZFR53FUAPUODKR

not attested not anchored not stored refs pending

Recurrent Predictive State Policy Networks

Ahmed Hefny, Geoffrey Gordon, Siddhartha Srinivasa, Wen Sun, Zita Marinho

arxiv:1803.01489 v1 · 2018-03-05 · stat.ML · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5LNSAYFFO2FUZFR53FUAPUODKR}

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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

Belief-State RWKV for Reinforcement Learning under Partial Observability

Receipt and verification

First computed	2026-05-18T00:22:00.512870Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eadb2060a5768b4c963dd96807d1c35461c6b51e7811109c38ea6fb48471bc6f

Aliases

arxiv: 1803.01489 · arxiv_version: 1803.01489v1 · doi: 10.48550/arxiv.1803.01489 · pith_short_12: 5LNSAYFFO2FU · pith_short_16: 5LNSAYFFO2FUZFR5 · pith_short_8: 5LNSAYFF

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/5LNSAYFFO2FUZFR53FUAPUODKR \
  | 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: eadb2060a5768b4c963dd96807d1c35461c6b51e7811109c38ea6fb48471bc6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2662f4e6b09db08d29441bfdc47eece3705993aaccdd2d9fdf44265e4cd7bb5b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-03-05T03:59:48Z",
    "title_canon_sha256": "c4e2df910b29f1b44542bcd9a244ac2774e9a6fa90d3ca4c581201edd1d02db2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.01489",
    "kind": "arxiv",
    "version": 1
  }
}