Pith Number

pith:7TOOUNCG

pith:2025:7TOOUNCGGLRGIKUEFNKBECBQAZ

not attested not anchored not stored refs pending

Risk-sensitive Reinforcement Learning Based on Convex Scoring Functions

Shanyu Han, Xiang Yu, Yang Liu

arxiv:2505.04553 v2 · 2025-05-07 · q-fin.MF · cs.AI · q-fin.RM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7TOOUNCGGLRGIKUEFNKBECBQAZ}

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

1 paper in Pith

When Does Trajectory-Level Supervision Permit Efficient Offline Reinforcement Learning?

Receipt and verification

First computed	2026-07-05T11:03:24.158293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fcdcea344632e2642a842b54120830066b76b3966da8625ae597d4e6946489c2

Aliases

arxiv: 2505.04553 · arxiv_version: 2505.04553v2 · doi: 10.48550/arxiv.2505.04553 · pith_short_12: 7TOOUNCGGLRG · pith_short_16: 7TOOUNCGGLRGIKUE · pith_short_8: 7TOOUNCG

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/7TOOUNCGGLRGIKUEFNKBECBQAZ \
  | 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: fcdcea344632e2642a842b54120830066b76b3966da8625ae597d4e6946489c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0dd8c89c875e52ec114aab20b0d933701051f3be195332c37fd2c108f7ad608",
    "cross_cats_sorted": [
      "cs.AI",
      "q-fin.RM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.MF",
    "submitted_at": "2025-05-07T16:31:42Z",
    "title_canon_sha256": "9b7362a45fac4010395a850a9aee886f21da44102020596fa73093e223dc238a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.04553",
    "kind": "arxiv",
    "version": 2
  }
}