Pith Number

pith:JTRISRMI

pith:2025:JTRISRMIVRMQX5FVCFONSCRAKT

not attested not anchored not stored refs pending

Flow-Based Policy for Online Reinforcement Learning

Fuchun Sun, Jiafeng Xu, Lei Lv, Tao Kong, Xiao Ma, Yu Luo, Yunfei Li

arxiv:2506.12811 v1 · 2025-06-15 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{JTRISRMIVRMQX5FVCFONSCRAKT}

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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

5 papers in Pith

ReFPO: Reflow Regularization for Flow Matching Policy Gradients

Test-Time Gradient Guidance of Flow Policies in Reinforcement Learning

Dual-Flow Reinforcement Learning with State-Aware Exploration

What Does Flow Matching Bring To TD Learning?

Model-Based Proactive Cost Generation for Learning Safe Policies Offline with Limited Violation Data

Receipt and verification

First computed	2026-07-05T11:22:00.639785Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ce2894588ac590bf4b5115cd90a2054fc09d8c2d83f35223f52dad251433278

Aliases

arxiv: 2506.12811 · arxiv_version: 2506.12811v1 · doi: 10.48550/arxiv.2506.12811 · pith_short_12: JTRISRMIVRMQ · pith_short_16: JTRISRMIVRMQX5FV · pith_short_8: JTRISRMI

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/JTRISRMIVRMQX5FVCFONSCRAKT \
  | 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: 4ce2894588ac590bf4b5115cd90a2054fc09d8c2d83f35223f52dad251433278

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "331b1da967c7eaa27564e6c695ae797782800c77cff0fcf744b8f91dc567acdf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-15T10:53:35Z",
    "title_canon_sha256": "c33b704796eef14919c56f2050870a3a0b6229d17e4ef3893554027d5498b968"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.12811",
    "kind": "arxiv",
    "version": 1
  }
}