Pith Number

pith:32CQSAMG

pith:2025:32CQSAMGOXNBGNBHN6MZ76WBAI

not attested not anchored not stored refs pending

Efficient Near-Optimal Algorithm for Online Shortest Paths in Directed Acyclic Graphs with Bandit Feedback Against Adaptive Adversaries

Arnab Maiti, Gabriele Farina, Kevin Jamieson, Lillian J. Ratliff, Zhiyuan Fan

arxiv:2504.00461 v1 · 2025-04-01 · cs.LG · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{32CQSAMGOXNBGNBHN6MZ76WBAI}

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.

Cited by

2 papers in Pith

On the Power of Adaptivity for $\varepsilon$-Best Arm Identification in Linear Bandits

Differential Privacy in the Extensive-Form Bandit Problem

Receipt and verification

First computed	2026-07-05T10:43:47.267697Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de8509018675da1334276f999ffac1022c1d22af4b9b847ac338f86bb9c9d4a9

Aliases

arxiv: 2504.00461 · arxiv_version: 2504.00461v1 · doi: 10.48550/arxiv.2504.00461 · pith_short_12: 32CQSAMGOXNB · pith_short_16: 32CQSAMGOXNBGNBH · pith_short_8: 32CQSAMG

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/32CQSAMGOXNBGNBHN6MZ76WBAI \
  | 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: de8509018675da1334276f999ffac1022c1d22af4b9b847ac338f86bb9c9d4a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "42e063e263ba84e96709cd50cf98c430210612dcece6ff045c94ad64422830e2",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-01T06:35:42Z",
    "title_canon_sha256": "b8915a8233b01b6c48d8e76a9b64185d2d1fcba52a3cc0347f58e3cb48509a0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.00461",
    "kind": "arxiv",
    "version": 1
  }
}