Pith Number

pith:BRZUJITD

pith:2025:BRZUJITDC53663W4OZSZK3TLXF

not attested not anchored not stored refs pending

Resolving Latency and Inventory Risk in Market Making with Reinforcement Learning

Bo Li, Chang Yang, Junzhe Jiang, Xiao Huang, Xinrun Wang, Zhiming Li

arxiv:2505.12465 v1 · 2025-05-18 · 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{BRZUJITDC53663W4OZSZK3TLXF}

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	2026-07-05T11:05:04.880109Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c7344a2631777ef6edc7665956e6bb97a0cefa0bf96bf7e63e749e033128b82

Aliases

arxiv: 2505.12465 · arxiv_version: 2505.12465v1 · doi: 10.48550/arxiv.2505.12465 · pith_short_12: BRZUJITDC536 · pith_short_16: BRZUJITDC53663W4 · pith_short_8: BRZUJITD

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/BRZUJITDC53663W4OZSZK3TLXF \
  | 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: 0c7344a2631777ef6edc7665956e6bb97a0cefa0bf96bf7e63e749e033128b82

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aa29ad6d1c4d7757f983f64b4343d9ae74df03795ae882cb04ddb3273c2e9323",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-18T15:43:41Z",
    "title_canon_sha256": "6fb93a5d246989a6c8543b0536da2232de3e4555c2fb7327aefd8d5051020bc5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.12465",
    "kind": "arxiv",
    "version": 1
  }
}