Pith Number

pith:AUOQFTAG

pith:2024:AUOQFTAGGAUMVCX4AR6WYRRKAT

not attested not anchored not stored refs pending

Deep Reinforcement Learning for Online Optimal Execution Strategies

Alessandro Micheli, M\'elodie Monod

arxiv:2410.13493 v1 · 2024-10-17 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AUOQFTAGGAUMVCX4AR6WYRRKAT}

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

3 papers in Pith

Can Reinforcement Learning Efficiently Discover Price Manipulation?

TT-DAC-PS: Twin-Target Deterministic Actor-Critic with Policy Smoothing for Optimal Trade Execution

Memory-Induced Supra-Competitive Outcomes Between Deep Reinforcement Learning Agents in Optimal Trade Execution

Receipt and verification

First computed	2026-07-05T09:22:01.831734Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

051d02cc063028ca8afc047d6c462a04fa0cadad9fa508ce3474d564fc93cc6e

Aliases

arxiv: 2410.13493 · arxiv_version: 2410.13493v1 · doi: 10.48550/arxiv.2410.13493 · pith_short_12: AUOQFTAGGAUM · pith_short_16: AUOQFTAGGAUMVCX4 · pith_short_8: AUOQFTAG

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/AUOQFTAGGAUMVCX4AR6WYRRKAT \
  | 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: 051d02cc063028ca8afc047d6c462a04fa0cadad9fa508ce3474d564fc93cc6e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35c0261ea20406ac545d9b2cc9f83f4b9b35a08d932bd7abac5f4586d5523797",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-17T12:38:08Z",
    "title_canon_sha256": "a0caa7de1654f9993ed8db7e1d9f9329ea30553547a2ebc0b07ecef401075952"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13493",
    "kind": "arxiv",
    "version": 1
  }
}