Pith Number

pith:U4DDPGRP

pith:2026:U4DDPGRPS4OERHGSW5OMNNAHXS

not attested not anchored not stored refs pending

A Linear Matching Bandit Approach to Online Multi-Human Multi-Robot Teaming

Cong Shi, X. Jessie Yang, Yaohui Guo

arxiv:2606.29221 v1 · 2026-06-28 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{U4DDPGRPS4OERHGSW5OMNNAHXS}

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	2026-06-30T01:17:57.978838Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a706379a2f971c489cd2b75cc6b407bcb01cad7381dbe5024c4d5cd60221bc88

Aliases

arxiv: 2606.29221 · arxiv_version: 2606.29221v1 · doi: 10.48550/arxiv.2606.29221 · pith_short_12: U4DDPGRPS4OE · pith_short_16: U4DDPGRPS4OERHGS · pith_short_8: U4DDPGRP

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/U4DDPGRPS4OERHGSW5OMNNAHXS \
  | 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: a706379a2f971c489cd2b75cc6b407bcb01cad7381dbe5024c4d5cd60221bc88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86867141829eaf06153cd0efe8d6a6eb73c71cebbcaed3cbbf69b7a1fa8f0471",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-28T06:13:22Z",
    "title_canon_sha256": "c78660d6149dcf5fa065c61e676e7e26b337d9a727a97bad5edba5c7d5e9f684"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29221",
    "kind": "arxiv",
    "version": 1
  }
}