Pith. sign in
Pith Number

pith:NYTIJRPL

pith:2026:NYTIJRPL4M77D2PL7C7VEUUYNQ
not attested not anchored not stored refs pending

ODYSSE: Episode-wise Policy Optimization for Personalized Agentic Reasoning

Hongzhi Yin, Jiaqi Zhang, Junliang Yu, Quoc Viet Hung Nguyen, Tong Chen

arxiv:2607.25369 v1 · 2026-07-28 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{NYTIJRPL4M77D2PL7C7VEUUYNQ}

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 2026-07-29T01:25:11.979035Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6e2684c5ebe33ff1e9ebf8bf5252986c3624121e99d612737aa2aee3dfa3a0e7

Aliases

arxiv: 2607.25369 · arxiv_version: 2607.25369v1 · doi: 10.48550/arxiv.2607.25369 · pith_short_12: NYTIJRPL4M77 · pith_short_16: NYTIJRPL4M77D2PL · pith_short_8: NYTIJRPL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NYTIJRPL4M77D2PL7C7VEUUYNQ \
  | 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: 6e2684c5ebe33ff1e9ebf8bf5252986c3624121e99d612737aa2aee3dfa3a0e7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5c9fd8a1b943b1f470f33feef1327bb1fad92a4f3300184124602c3701c746a1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-28T07:25:04Z",
    "title_canon_sha256": "bb3ded4e68c852c0c797c91cb60c285381d194ebbe14d7769d02bbc02067c75c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.25369",
    "kind": "arxiv",
    "version": 1
  }
}