Pith Number

pith:XG2Q3FXV

pith:2016:XG2Q3FXVGHI3K4SUTTAJ37KQ7Y

not attested not anchored not stored refs pending

Information Theoretically Aided Reinforcement Learning for Embodied Agents

Guido Montufar, Keyan Ghazi-Zahedi, Nihat Ay

arxiv:1605.09735 v1 · 2016-05-31 · cs.AI · cs.RO · math.OC · 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{XG2Q3FXVGHI3K4SUTTAJ37KQ7Y}

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	2026-05-18T01:13:10.253708Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9b50d96f531d1b572549cc09dfd50fe2655222466066a01f720b3472b62dd4f

Aliases

arxiv: 1605.09735 · arxiv_version: 1605.09735v1 · doi: 10.48550/arxiv.1605.09735 · pith_short_12: XG2Q3FXVGHI3 · pith_short_16: XG2Q3FXVGHI3K4SU · pith_short_8: XG2Q3FXV

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/XG2Q3FXVGHI3K4SUTTAJ37KQ7Y \
  | 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: b9b50d96f531d1b572549cc09dfd50fe2655222466066a01f720b3472b62dd4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "886cef9ad974aafffe70c6d6822a48299b91181500a1afb9473d1d45d06a3c05",
    "cross_cats_sorted": [
      "cs.RO",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2016-05-31T17:30:54Z",
    "title_canon_sha256": "855bb6779fba55b872a6b89279245c3dac9a7f40f852dadecb8768cf91a4e3e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1605.09735",
    "kind": "arxiv",
    "version": 1
  }
}