Pith Number

pith:OEOH5MG6

pith:2025:OEOH5MG6DJODA2K45PBHR3HXE6

not attested not anchored not stored refs pending

Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models

Guang Shi, Qinghao Ye, Wayne Xin Zhao, Xiaobo Qin, Youbin Wu, Yue Ling, Zhipeng Chen

arxiv:2508.10751 v1 · 2025-08-14 · cs.LG · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{OEOH5MG6DJODA2K45PBHR3HXE6}

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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

33 papers in Pith

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Don't Let Gains FADE: Breaking Down Policy Gradient Weights in RL

SFT Overtraining Predicts Rank Inversion via Entropy Collapse Under RLVR

Receipt and verification

First computed	2026-07-05T11:54:02.004742Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

711c7eb0de1a5c30695cebc278ecf7278ce183451ed9b91ea0cde980ff548bb4

Aliases

arxiv: 2508.10751 · arxiv_version: 2508.10751v1 · doi: 10.48550/arxiv.2508.10751 · pith_short_12: OEOH5MG6DJOD · pith_short_16: OEOH5MG6DJODA2K4 · pith_short_8: OEOH5MG6

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/OEOH5MG6DJODA2K45PBHR3HXE6 \
  | 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: 711c7eb0de1a5c30695cebc278ecf7278ce183451ed9b91ea0cde980ff548bb4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa2bc6130e3f106ebda35cda844334556bddd6baa39ab5971d1b4736e4f5f948",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-14T15:34:47Z",
    "title_canon_sha256": "9ad8bb18d9b51d321fd2f9abbafaac22075102ef8aaf1102cd36cc9257369a24"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.10751",
    "kind": "arxiv",
    "version": 1
  }
}