pith. sign in
Pith Number

pith:BAZEMAHT

pith:2023:BAZEMAHTUC36KK7HM7AHAXWRE3
not attested not anchored not stored refs pending

Selective Reincarnation: Offline-to-Online Multi-Agent Reinforcement Learning

Arnu Pretorius, Callum Rhys Tilbury, Claude Formanek, Jonathan Shock, Kale-ab Tessera

arxiv:2304.00977 v2 · 2023-03-31 · cs.AI · cs.LG · cs.MA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BAZEMAHTUC36KK7HM7AHAXWRE3}

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 2026-07-05T09:28:27.044347Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

08324600f3a0b7e52be767c0705ed126fe6d2e5626d4ac08c3278491c88fe1ab

Aliases

arxiv: 2304.00977 · arxiv_version: 2304.00977v2 · doi: 10.48550/arxiv.2304.00977 · pith_short_12: BAZEMAHTUC36 · pith_short_16: BAZEMAHTUC36KK7H · pith_short_8: BAZEMAHT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BAZEMAHTUC36KK7HM7AHAXWRE3 \
  | 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: 08324600f3a0b7e52be767c0705ed126fe6d2e5626d4ac08c3278491c88fe1ab
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f6d2b4cdb755b39d4639ff9d3ca689f8919952716d411eed89e1b94d7a3df6a3",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-03-31T07:58:52Z",
    "title_canon_sha256": "f83b9b04d35516686f17f417152985b2dd88b272b234f417be09d9f15afaee67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.00977",
    "kind": "arxiv",
    "version": 2
  }
}