Pith Number

pith:UXHSCFCO

pith:2017:UXHSCFCO3TNYMOKXHH65NQTUCI

not attested not anchored not stored refs pending

Posterior Sampling for Large Scale Reinforcement Learning

Georgios Theocharous, Nikos Vlassis, Yasin Abbasi-Yadkori, Zheng Wen

arxiv:1711.07979 v3 · 2017-11-21 · 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{UXHSCFCO3TNYMOKXHH65NQTUCI}

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.

Receipt and verification

First computed	2026-05-18T00:02:39.771244Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5cf21144edcdb86395739fdd6c274123af16ecad42c96ea9a411d099920c2f6

Aliases

arxiv: 1711.07979 · arxiv_version: 1711.07979v3 · doi: 10.48550/arxiv.1711.07979 · pith_short_12: UXHSCFCO3TNY · pith_short_16: UXHSCFCO3TNYMOKX · pith_short_8: UXHSCFCO

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/UXHSCFCO3TNYMOKXHH65NQTUCI \
  | 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: a5cf21144edcdb86395739fdd6c274123af16ecad42c96ea9a411d099920c2f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "290fe73b0780a99f669dd3a2fd6c2127101d3719018c221c47e9e5947d958c95",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-21T00:43:24Z",
    "title_canon_sha256": "f262ace0d0fccc25885846e200d5d6c32e51695857b0dbe0b492f99fff34e783"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.07979",
    "kind": "arxiv",
    "version": 3
  }
}