Pith Number

pith:XIRKMCZV

pith:2017:XIRKMCZV72TSPKIRPGCLXNQE7F

not attested not anchored not stored refs pending

Posterior sampling for reinforcement learning: worst-case regret bounds

Randy Jia, Shipra Agrawal

arxiv:1705.07041 v3 · 2017-05-19 · 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{XIRKMCZV72TSPKIRPGCLXNQE7F}

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

Exploration from a Primal-Dual Lens: Value-Incentivized Actor-Critic Methods for Sample-Efficient Online RL

Receipt and verification

First computed	2026-07-05T00:51:25.674474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba22a60b35fea727a9117984bbb604f94f7adac2d138d0f0d963c9d64011f520

Aliases

arxiv: 1705.07041 · arxiv_version: 1705.07041v3 · doi: 10.48550/arxiv.1705.07041 · pith_short_12: XIRKMCZV72TS · pith_short_16: XIRKMCZV72TSPKIR · pith_short_8: XIRKMCZV

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/XIRKMCZV72TSPKIRPGCLXNQE7F \
  | 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: ba22a60b35fea727a9117984bbb604f94f7adac2d138d0f0d963c9d64011f520

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "759a6eb976146c3372afbccc161e70f488cb93e9e4eae9d6cd823b16ac9ed5bf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-05-19T15:10:21Z",
    "title_canon_sha256": "a48de096d25ba2b015c44a0f303dd8a28131867ff4c0c4e55b1dab7ef2786565"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.07041",
    "kind": "arxiv",
    "version": 3
  }
}