Pith. sign in
Pith Number

pith:BAT36SU7

pith:2025:BAT36SU7OY7LCZEQUHDEFZFAXT
not attested not anchored not stored refs pending

Map Prediction and Generative Entropy for Multi-Agent Exploration

Alexander Spinos, Bradley Woosley, Brian A. Bittner, Christopher Korpela, John G. Rogers III, Justin Rokisky

arxiv:2501.13189 v1 · 2025-01-22 · cs.RO · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BAT36SU7OY7LCZEQUHDEFZFAXT}

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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.
Receipt and verification
First computed 2026-07-05T10:04:24.860877Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0827bf4a9f763eb16490a1c642e4a0bcc89bbc01ff2d5d8358ef1f78feb8b88f

Aliases

arxiv: 2501.13189 · arxiv_version: 2501.13189v1 · doi: 10.48550/arxiv.2501.13189 · pith_short_12: BAT36SU7OY7L · pith_short_16: BAT36SU7OY7LCZEQ · pith_short_8: BAT36SU7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BAT36SU7OY7LCZEQUHDEFZFAXT \
  | 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: 0827bf4a9f763eb16490a1c642e4a0bcc89bbc01ff2d5d8358ef1f78feb8b88f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f1a5264eb8ffe1cefbf7780bc034080c43a52f791a5cbcfc6d2aa8d8430b44ea",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-01-22T19:40:04Z",
    "title_canon_sha256": "a555287cefc38a1e2d677cb7cd9a0326c4038bcaf8af30e8b70e4ca4145abe93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.13189",
    "kind": "arxiv",
    "version": 1
  }
}