Pith Number

pith:EAFKGNHP

pith:2023:EAFKGNHPQLGK4LH4U27TG6X2YN

not attested not anchored not stored refs pending

Resetting the Optimizer in Deep RL: An Empirical Study

Kavosh Asadi, Rasool Fakoor, Shoham Sabach

arxiv:2306.17833 v2 · 2023-06-30 · 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{EAFKGNHPQLGK4LH4U27TG6X2YN}

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

1 paper in Pith

Trace-Mediated Peak Bias: Bridging Temporal Credit Assignment and Cognitive Heuristics in Deep Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:12:51.189079Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

200aa334ef82ccae2cfca6bf337afac34c6b281507b7bfb748d1a3cf8b5fca40

Aliases

arxiv: 2306.17833 · arxiv_version: 2306.17833v2 · doi: 10.48550/arxiv.2306.17833 · pith_short_12: EAFKGNHPQLGK · pith_short_16: EAFKGNHPQLGK4LH4 · pith_short_8: EAFKGNHP

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/EAFKGNHPQLGK4LH4U27TG6X2YN \
  | 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: 200aa334ef82ccae2cfca6bf337afac34c6b281507b7bfb748d1a3cf8b5fca40

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c09bf6d3dc60eea87875d17570901ec783f948eeaabddd8dc119e8c5d6166b1d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-30T17:53:50Z",
    "title_canon_sha256": "871e4ee19413dbd3276990b75cb13010e0abc99e617857a8fd9b6878e1153920"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.17833",
    "kind": "arxiv",
    "version": 2
  }
}