Pith Number

pith:6XCDNUM3

pith:2025:6XCDNUM3MILRE2GB4VXFBXXL4B

not attested not anchored not stored refs pending

FlowQ: Energy-Guided Flow Policies for Offline Reinforcement Learning

Botond Cseke, Marvin Alles, Nutan Chen, Patrick van der Smagt

arxiv:2505.14139 v1 · 2025-05-20 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6XCDNUM3MILRE2GB4VXFBXXL4B}

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.

Cited by

6 papers in Pith

Counterfactual Transport Flows for Offline Conservative Trajectory Refinement

Reinforcement Learning for Flow-Matching Policies with Density Transport

Action Emergence from Streaming Intent

Driving Intents Amplify Planning-Oriented Reinforcement Learning

Action Emergence from Streaming Intent

Receipt and verification

First computed	2026-07-05T11:05:56.711263Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5c436d19b62171268c1e56e50deebe0549eb5dd5d0b85811a258297181fa100

Aliases

arxiv: 2505.14139 · arxiv_version: 2505.14139v1 · doi: 10.48550/arxiv.2505.14139 · pith_short_12: 6XCDNUM3MILR · pith_short_16: 6XCDNUM3MILRE2GB · pith_short_8: 6XCDNUM3

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/6XCDNUM3MILRE2GB4VXFBXXL4B \
  | 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: f5c436d19b62171268c1e56e50deebe0549eb5dd5d0b85811a258297181fa100

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c929739b7398f292433b0d7426a8acfc470f22b749f70432a42c043aefa2be9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-20T09:43:05Z",
    "title_canon_sha256": "094c29d1810ca9f5d4347fcdd4dc5cd5362420c7144d9380a080298bdcadd2c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14139",
    "kind": "arxiv",
    "version": 1
  }
}