Pith Number

pith:7BBSEAB2

pith:2023:7BBSEAB2IKTZLS5N7XJBNRXYD4

not attested not anchored not stored refs pending

Mission-driven Exploration for Accelerated Deep Reinforcement Learning with Temporal Logic Task Specifications

Hosein Hasanbeig, Jun Wang, Kaiyuan Tan, Yiannis Kantaros, Zihe Sun

arxiv:2311.17059 v2 · 2023-11-28 · cs.RO · cs.AI · 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{7BBSEAB2IKTZLS5N7XJBNRXYD4}

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	2026-07-05T10:52:09.844808Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f84322003a42a795cbadfdd216c6f81f3d5cc0750e0f2102a218ec8d939c76a0

Aliases

arxiv: 2311.17059 · arxiv_version: 2311.17059v2 · doi: 10.48550/arxiv.2311.17059 · pith_short_12: 7BBSEAB2IKTZ · pith_short_16: 7BBSEAB2IKTZLS5N · pith_short_8: 7BBSEAB2

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/7BBSEAB2IKTZLS5N7XJBNRXYD4 \
  | 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: f84322003a42a795cbadfdd216c6f81f3d5cc0750e0f2102a218ec8d939c76a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7ffa3f5b7ad4486979c61cd29e1d34650f00b57954b6079413bef32e7142379c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2023-11-28T18:59:58Z",
    "title_canon_sha256": "05f710099d14a362fff42667478682dddb4455bd58fa2e4decc4775b257fb27b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.17059",
    "kind": "arxiv",
    "version": 2
  }
}