Pith Number

pith:HGQKDIPE

pith:2021:HGQKDIPEQMZI4K536RVFK4EZBR

not attested not anchored not stored refs pending

DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning

Archana Bura, Aria HasanzadeZonuzy, Dileep Kalathil, Jean-Francois Chamberland, Srinivas Shakkottai

arxiv:2112.00885 v3 · 2021-12-01 · 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{HGQKDIPEQMZI4K536RVFK4EZBR}

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

An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints

Receipt and verification

First computed	2026-07-05T05:07:36.977360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39a0a1a1e483328e2bbbf46a5570990c4800890b4995267f9c5a0ce8b9596d1a

Aliases

arxiv: 2112.00885 · arxiv_version: 2112.00885v3 · doi: 10.48550/arxiv.2112.00885 · pith_short_12: HGQKDIPEQMZI · pith_short_16: HGQKDIPEQMZI4K53 · pith_short_8: HGQKDIPE

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/HGQKDIPEQMZI4K536RVFK4EZBR \
  | 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: 39a0a1a1e483328e2bbbf46a5570990c4800890b4995267f9c5a0ce8b9596d1a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "221ba33e0d5a200e17da611d3074d8615c27a95ee8f30603804fc1f06d6697b6",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-12-01T23:21:48Z",
    "title_canon_sha256": "38412dd5dde4b450902f2650177337f6f7b3d7e39c785775030bba40533fa548"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.00885",
    "kind": "arxiv",
    "version": 3
  }
}