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Pith Number

pith:L5QL6B55

pith:2023:L5QL6B55J6GJY4UHSH7GM3WDI4
not attested not anchored not stored refs pending

ExpeL: LLM Agents Are Experiential Learners

Andrew Zhao, Daniel Huang, Gao Huang, Matthieu Lin, Quentin Xu, Yong-jin Liu

arxiv:2308.10144 v3 · 2023-08-20 · cs.LG · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{L5QL6B55J6GJY4UHSH7GM3WDI4}

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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

21 papers in Pith

What to Keep, What to Forget: A Rate--Distortion View of Memory Compaction in LLMs and Agents
Token-Operations-Oriented Inference Optimization Techniques for Large Models
How Much Coordination Gain Is Real? A Paired Noise-Floor Protocol for Multi-Agent LLM Benchmarks
Always-OnAgents:A Survey of Persistent Memory, State, and Governance in LLMAgents
A Comprehensive Survey on Agent Skills: Taxonomy, Techniques, and Applications
Receipt and verification
First computed 2026-07-05T09:52:08.038798Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

5f60bf07bd4f8c9c728791fe666ec3472d645e98b3d27ea6983002ddb1df642e

Aliases

arxiv: 2308.10144 · arxiv_version: 2308.10144v3 · doi: 10.48550/arxiv.2308.10144 · pith_short_12: L5QL6B55J6GJ · pith_short_16: L5QL6B55J6GJY4UH · pith_short_8: L5QL6B55
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/L5QL6B55J6GJY4UHSH7GM3WDI4 \
  | 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: 5f60bf07bd4f8c9c728791fe666ec3472d645e98b3d27ea6983002ddb1df642e
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "7e63fef8468fe7ac72b416f727046db7d04dc041515b5c5d44165e92ce02eb59",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-20T03:03:34Z",
    "title_canon_sha256": "889be76532cd379e0ee0a3912ae1e0443db794f8204f31bf73056d08b35ad023"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.10144",
    "kind": "arxiv",
    "version": 3
  }
}