Pith. sign in
Pith Number

pith:BXHZNXDF

pith:2025:BXHZNXDFVPKT6TWKSSG3SVGIY4
not attested not anchored not stored refs pending

Mutual-Taught for Co-adapting Policy and Reward Models

Canbin Huang, Fanqi Wan, Longguang Zhong, Ming Yan, Tianyuan Shi, Weizhou Shen, Xiaojun Quan, Ziyi Yang

arxiv:2506.06292 v2 · 2025-05-17 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BXHZNXDFVPKT6TWKSSG3SVGIY4}

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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.
Receipt and verification
First computed 2026-07-05T11:18:43.653090Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0dcf96dc65abd53f4eca948db954c8c7132c6a552e0cf3e4d619986b21927a20

Aliases

arxiv: 2506.06292 · arxiv_version: 2506.06292v2 · doi: 10.48550/arxiv.2506.06292 · pith_short_12: BXHZNXDFVPKT · pith_short_16: BXHZNXDFVPKT6TWK · pith_short_8: BXHZNXDF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BXHZNXDFVPKT6TWKSSG3SVGIY4 \
  | 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: 0dcf96dc65abd53f4eca948db954c8c7132c6a552e0cf3e4d619986b21927a20
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2c1a4d318430db92cf3e5961b3564ec38d40211e500fd554908573882ee3ee20",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-17T04:34:23Z",
    "title_canon_sha256": "3eeb84b985e421631299fe8542b4389f9bd99205f022b1e9a8e7d227fef9e11d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06292",
    "kind": "arxiv",
    "version": 2
  }
}