Pith. sign in
Pith Number

pith:PAJIZGHB

pith:2024:PAJIZGHBTRRSPPCP5EBE2ZDDJC
not attested not anchored not stored refs pending

Augmenting the action space with conventions to improve multi-agent cooperation in Hanabi

F. Bredell, H.A. Engelbrecht, J.C. Schoeman

arxiv:2412.06333 v3 · 2024-12-09 · cs.MA · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PAJIZGHBTRRSPPCP5EBE2ZDDJC}

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 2026-07-05T11:09:05.028785Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

78128c98e19c6327bc4fe9024d646348a7601edd0b7dd87dd25251e962108311

Aliases

arxiv: 2412.06333 · arxiv_version: 2412.06333v3 · doi: 10.48550/arxiv.2412.06333 · pith_short_12: PAJIZGHBTRRS · pith_short_16: PAJIZGHBTRRSPPCP · pith_short_8: PAJIZGHB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PAJIZGHBTRRSPPCP5EBE2ZDDJC \
  | 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: 78128c98e19c6327bc4fe9024d646348a7601edd0b7dd87dd25251e962108311
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "53e4b837415d1fef1a650bb661be9755233ad8d75866fcbd64b2ffaab5ee0d97",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2024-12-09T09:34:40Z",
    "title_canon_sha256": "00c5b57c95a0dc1cd4035b897aae2932114c1f64858d8b174c8d15c58b0bf90e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06333",
    "kind": "arxiv",
    "version": 3
  }
}