Pith Number

pith:DOCLTGML

pith:2024:DOCLTGMLIFL2Y5LX7PZZVCSHCY

not attested not anchored not stored refs pending

Asynchronous Stochastic Approximation with Applications to Average-Reward Reinforcement Learning

Huizhen Yu, Richard S. Sutton, Yi Wan

arxiv:2409.03915 v3 · 2024-09-05 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DOCLTGMLIFL2Y5LX7PZZVCSHCY}

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

From Set Convergence to Pointwise Convergence: Finite-Time Guarantees for Average-Reward Q-Learning with Adaptive Stepsizes

Receipt and verification

First computed	2026-06-02T01:03:29.217931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b84b9998b4157ac7577fbf39a8a47162c2bdf135d5a98780dffcd3fb538c089

Aliases

arxiv: 2409.03915 · arxiv_version: 2409.03915v3 · doi: 10.48550/arxiv.2409.03915 · pith_short_12: DOCLTGMLIFL2 · pith_short_16: DOCLTGMLIFL2Y5LX · pith_short_8: DOCLTGML

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/DOCLTGMLIFL2Y5LX7PZZVCSHCY \
  | 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: 1b84b9998b4157ac7577fbf39a8a47162c2bdf135d5a98780dffcd3fb538c089

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfd8f38b7d3d0efe2194b166e65e7a9f63ea21cdc55d547b0e563a0bd52ad591",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-05T21:23:51Z",
    "title_canon_sha256": "e61ab771f677e6874f62f2903a9094db3eeb8b327f9c1dc93efe66ff7328dee1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.03915",
    "kind": "arxiv",
    "version": 3
  }
}