Pith Number

pith:OVDBONHQ

pith:2023:OVDBONHQKCUO6J7EKDVBA76DHF

not attested not anchored not stored refs pending

Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents

Bin Hu, Bin Liu, Chenyang Zhao, Pu Zhang, Zihao Zhou

arxiv:2311.13373 v6 · 2023-11-22 · 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{OVDBONHQKCUO6J7EKDVBA76DHF}

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

3 papers in Pith

From Demonstrations to Rewards: Test-Time Prompt Optimization for VLM Reward Models

Learning Transferable Topology Priors for Multi-Agent LLM Collaboration Across Domains

KGLAMP: Knowledge Graph-guided Language model for Adaptive Multi-robot Planning and Replanning

Receipt and verification

First computed	2026-07-05T08:23:13.832835Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

75461734f050a8ef27e450ea107fc3397d68ffea647662811546237387454cc9

Aliases

arxiv: 2311.13373 · arxiv_version: 2311.13373v6 · doi: 10.48550/arxiv.2311.13373 · pith_short_12: OVDBONHQKCUO · pith_short_16: OVDBONHQKCUO6J7E · pith_short_8: OVDBONHQ

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/OVDBONHQKCUO6J7EKDVBA76DHF \
  | 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: 75461734f050a8ef27e450ea107fc3397d68ffea647662811546237387454cc9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7afaabd962425d28f85793ba5b4a47f1fa775deef02b5e82c7d5d80882f9313b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-11-22T13:15:42Z",
    "title_canon_sha256": "705d5b8aa94058b8c1a49cde9713f863e38e449723b4c80df1287085b471938a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.13373",
    "kind": "arxiv",
    "version": 6
  }
}