Pith Number

pith:V4HTRK3F

pith:2023:V4HTRK3FDJ67H6RKQL5WYOLFRW

not attested not anchored not stored refs pending

Conceptual Reinforcement Learning for Language-Conditioned Tasks

Jiaming Guo, Ling Li, Qi Guo, Qi Yi, Rui Zhang, Ruizhi Chen, Shaohui Peng, Xing Hu, Yunji Chen, Zidong Du

arxiv:2303.05069 v1 · 2023-03-09 · 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{V4HTRK3FDJ67H6RKQL5WYOLFRW}

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	2026-07-05T05:49:36.965484Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af0f38ab651a7df3fa2a82fb6c39658da7d3a9761a9f817a18809a8d924b6ad6

Aliases

arxiv: 2303.05069 · arxiv_version: 2303.05069v1 · doi: 10.48550/arxiv.2303.05069 · pith_short_12: V4HTRK3FDJ67 · pith_short_16: V4HTRK3FDJ67H6RK · pith_short_8: V4HTRK3F

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/V4HTRK3FDJ67H6RKQL5WYOLFRW \
  | 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: af0f38ab651a7df3fa2a82fb6c39658da7d3a9761a9f817a18809a8d924b6ad6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c52a168be7bd54b414f321141d2f416de9dbb5eda12e150e7b59b6cd95f1017",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-09T07:01:06Z",
    "title_canon_sha256": "ef47c082f04e1e1d306685428e3e36556e4a5a49e9a1fac5f40accd24a5d0b20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.05069",
    "kind": "arxiv",
    "version": 1
  }
}