Pith Number

pith:FAGNKIXB

pith:2017:FAGNKIXBYVRYJG7WVGIHELI2LF

not attested not anchored not stored refs pending

Learnings Options End-to-End for Continuous Action Tasks

Doina Precup, Jean Harb, Martin Klissarov, Pierre-Luc Bacon

arxiv:1712.00004 v1 · 2017-11-30 · 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{FAGNKIXBYVRYJG7WVGIHELI2LF}

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

3 papers in Pith

DynoPlan: Combining Motion Planning and Deep Neural Network based Controllers for Safe HRL

Scalable Option Learning in High-Throughput Environments

Hierarchical Behaviour Spaces

Receipt and verification

First computed	2026-05-18T00:29:07.657863Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

280cd522e1c563849bf6a990722d1a5951cf5ea488f587a964a74a08272aa464

Aliases

arxiv: 1712.00004 · arxiv_version: 1712.00004v1 · doi: 10.48550/arxiv.1712.00004 · pith_short_12: FAGNKIXBYVRY · pith_short_16: FAGNKIXBYVRYJG7W · pith_short_8: FAGNKIXB

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/FAGNKIXBYVRYJG7WVGIHELI2LF \
  | 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: 280cd522e1c563849bf6a990722d1a5951cf5ea488f587a964a74a08272aa464

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b278ea7870b7bdf930f69a7d8db64d3cebdfcffaf10ecb0971b1a387784e06e7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-30T00:45:09Z",
    "title_canon_sha256": "33eef5d1aefc833b5507b16deae50ac9d26b06f63d606690a33b57780da391e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.00004",
    "kind": "arxiv",
    "version": 1
  }
}