Pith Number

pith:XNXF56Z3

pith:2026:XNXF56Z3PK6EEEBOTUX6G2YQIE

not attested not anchored not stored refs pending

Failure Modes of Deep Multi-Agent RL in Asynchronous Pricing: Reproducible Triggers, Trace Diagnostics, and a Partial Fix

Rohan Pandey, Shree Murthy

arxiv:2606.09884 v1 · 2026-06-03 · cs.MA · cs.AI · cs.LG · econ.EM

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XNXF56Z3PK6EEEBOTUX6G2YQIE}

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	2026-06-10T00:08:31.215690Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb6e5efb3b7abc42102e9d2fe36b10411fdf94c24b56abcf4c9a76744d1ecd06

Aliases

arxiv: 2606.09884 · arxiv_version: 2606.09884v1 · doi: 10.48550/arxiv.2606.09884 · pith_short_12: XNXF56Z3PK6E · pith_short_16: XNXF56Z3PK6EEEBO · pith_short_8: XNXF56Z3

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/XNXF56Z3PK6EEEBOTUX6G2YQIE \
  | 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: bb6e5efb3b7abc42102e9d2fe36b10411fdf94c24b56abcf4c9a76744d1ecd06

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1cbec3d323f50044c01908eb19cfe567cc8046e09fe401c4b91ab79990c84872",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "econ.EM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-06-03T06:49:15Z",
    "title_canon_sha256": "df482300102dcaa784e72c22f09720bbc0b573647608d4d7fa7978dbc495cbdd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.09884",
    "kind": "arxiv",
    "version": 1
  }
}