Pith Number

pith:4HCD5KXU

pith:2024:4HCD5KXUORFYXJITC7RNU7LDZM

not attested not anchored not stored refs pending

Dissecting Deep RL with High Update Ratios: Combatting Value Divergence

Amir-massoud Farahmand, Claas Voelcker, Eric Eaton, Igor Gilitschenski, Marcel Hussing

arxiv:2403.05996 v3 · 2024-03-09 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4HCD5KXUORFYXJITC7RNU7LDZM}

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

What Does Flow Matching Bring To TD Learning?

RL Token: Bootstrapping Online RL with Vision-Language-Action Models

Distributional Value Estimation Without Target Networks for Robust Quality-Diversity

Receipt and verification

First computed	2026-07-05T08:51:49.139471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1c43eaaf4744b8ba51317e2da7d63cb07685517adfbb9cf6a90ffd7f5d16f88

Aliases

arxiv: 2403.05996 · arxiv_version: 2403.05996v3 · doi: 10.48550/arxiv.2403.05996 · pith_short_12: 4HCD5KXUORFY · pith_short_16: 4HCD5KXUORFYXJIT · pith_short_8: 4HCD5KXU

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/4HCD5KXUORFYXJITC7RNU7LDZM \
  | 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: e1c43eaaf4744b8ba51317e2da7d63cb07685517adfbb9cf6a90ffd7f5d16f88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41021f4ec0c73c07fa670a2b99b5bf05a3e7199c408891e0b1125fd3a6000058",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-09T19:56:40Z",
    "title_canon_sha256": "c5150ce4a2dcf2d5c8ab67fb771b3dd9151fd96b766318193996033140e49794"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.05996",
    "kind": "arxiv",
    "version": 3
  }
}