Pith Number

pith:O2NKKWXO

pith:2025:O2NKKWXOT5K5F3FFSPPA5RTP3F

not attested not anchored not stored refs pending

Lipschitz Lifelong Monte Carlo Tree Search for Mastering Non-Stationary Tasks

Tian Lan, Zuyuan Zhang

arxiv:2502.00633 v1 · 2025-02-02 · 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{O2NKKWXOT5K5F3FFSPPA5RTP3F}

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

Metric-Gradient Projection for Stable Multi-Agent Policy Learning

MINT: Minimal Information Neuro-Symbolic Tree for Objective-Driven Knowledge-Gap Reasoning and Active Elicitation

Operator-Guided Invariance Learning for Continuous Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:08:36.444030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

769aa55aee9f55d2eca593de0ec66fd9423cbc60239a72019203d4e2c80dc6a8

Aliases

arxiv: 2502.00633 · arxiv_version: 2502.00633v1 · doi: 10.48550/arxiv.2502.00633 · pith_short_12: O2NKKWXOT5K5 · pith_short_16: O2NKKWXOT5K5F3FF · pith_short_8: O2NKKWXO

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/O2NKKWXOT5K5F3FFSPPA5RTP3F \
  | 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: 769aa55aee9f55d2eca593de0ec66fd9423cbc60239a72019203d4e2c80dc6a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1979d7aa5ea0ef73e066cb9e387cb4ecd402bba49ea72a5597c18475e1aa2f30",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-02T02:45:20Z",
    "title_canon_sha256": "b695a4c80f8e47201cddb0d960ba4a79c0d800ac34a8220233885fe3c9f1aa84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00633",
    "kind": "arxiv",
    "version": 1
  }
}