Pith Number

pith:6FDNBFHQ

pith:2023:6FDNBFHQQ2B4CC6EJXRVJ37MJP

not attested not anchored not stored refs pending

Bayesian Risk-Averse Q-Learning with Streaming Observations

Enlu Zhou, Yuhao Wang

arxiv:2305.11300 v1 · 2023-05-18 · 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{6FDNBFHQQ2B4CC6EJXRVJ37MJP}

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

A Bayesian Composite Risk Approach for Stochastic Optimal Control and Markov Decision Processes

Receipt and verification

First computed	2026-07-05T06:11:35.441851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f146d094f08683c10bc44de354efec4bc80dc4eeef7c686bfa5c09716b8865a8

Aliases

arxiv: 2305.11300 · arxiv_version: 2305.11300v1 · doi: 10.48550/arxiv.2305.11300 · pith_short_12: 6FDNBFHQQ2B4 · pith_short_16: 6FDNBFHQQ2B4CC6E · pith_short_8: 6FDNBFHQ

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/6FDNBFHQQ2B4CC6EJXRVJ37MJP \
  | 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: f146d094f08683c10bc44de354efec4bc80dc4eeef7c686bfa5c09716b8865a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c400af3b7848d2785d0d1c08b88a525f71b9ecac8a1cde763ea5c7c8d9e63f68",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-18T20:48:50Z",
    "title_canon_sha256": "93d40817f7ff564be0cba5801b57816bb019fdfd6ad021f6f67519d5cfc2c889"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.11300",
    "kind": "arxiv",
    "version": 1
  }
}