Pith Number

pith:QXW2QZOE

pith:2023:QXW2QZOECMEBTDEDZ3BESPM3R6

not attested not anchored not stored refs pending

Reinforcement Learning with Knowledge Representation and Reasoning: A Brief Survey

Chao Yu, Hankz Hankui Zhuo, Shicheng Ye

arxiv:2304.12090 v2 · 2023-04-24 · 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{QXW2QZOECMEBTDEDZ3BESPM3R6}

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

SALSA-RL: Stability Analysis in the Latent Space of Actions for Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:18:31.641157Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85eda865c41308198c83cec2493d9b8f90c2516fc8504bc25ab9d1a66903d8c9

Aliases

arxiv: 2304.12090 · arxiv_version: 2304.12090v2 · doi: 10.48550/arxiv.2304.12090 · pith_short_12: QXW2QZOECMEB · pith_short_16: QXW2QZOECMEBTDED · pith_short_8: QXW2QZOE

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/QXW2QZOECMEBTDEDZ3BESPM3R6 \
  | 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: 85eda865c41308198c83cec2493d9b8f90c2516fc8504bc25ab9d1a66903d8c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3418a54b0e837a6425964c7948ba4e167be52af619063e9cffa7fc0da6f47ff4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-04-24T13:35:11Z",
    "title_canon_sha256": "f7a222217622a173df2cf413889eac47fd553e17c348510b171a239df032c7f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.12090",
    "kind": "arxiv",
    "version": 2
  }
}