Pith Number

pith:KUTOACU6

pith:2023:KUTOACU64ICDHRTUDTLD7BV4IQ

not attested not anchored not stored refs pending

Learning Diverse Risk Preferences in Population-based Self-play

Bin Liang, Chenghao Li, Jun Yang, Qianchuan Zhao, Qihan Liu, Xiaoteng Ma, Yiqin Yang, Yuhua Jiang

arxiv:2305.11476 v2 · 2023-05-19 · cs.LG · cs.AI · cs.MA

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KUTOACU64ICDHRTUDTLD7BV4IQ}

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	2026-07-05T07:24:19.198007Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5526e00a9ee20433c6741cd63f86bc4433e23150bbef11880a648a6f9c3567f7

Aliases

arxiv: 2305.11476 · arxiv_version: 2305.11476v2 · doi: 10.48550/arxiv.2305.11476 · pith_short_12: KUTOACU64ICD · pith_short_16: KUTOACU64ICDHRTU · pith_short_8: KUTOACU6

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/KUTOACU64ICDHRTUDTLD7BV4IQ \
  | 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: 5526e00a9ee20433c6741cd63f86bc4433e23150bbef11880a648a6f9c3567f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5674b7c2922f26506423e789b8dc5f41160e793ec086beecd15b7cbd04975fd7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-19T06:56:02Z",
    "title_canon_sha256": "cea7c28762a03eb3fcd681c4207c9eafe2b0ffbab98d96f5b5746b8039fe3da6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.11476",
    "kind": "arxiv",
    "version": 2
  }
}