Pith Number

pith:RYSYDD7H

pith:2024:RYSYDD7H3PBTUH3WWEAIBM5WOX

not attested not anchored not stored refs pending

Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning

Alan Fern, Aryan Deshwal, Honghao Wei, Janardhan Rao Doppa, Yassine Chemingui

arxiv:2412.18946 v2 · 2024-12-25 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RYSYDD7H3PBTUH3WWEAIBM5WOX}

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.

Receipt and verification

First computed	2026-07-05T11:10:49.976097Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e25818fe7dbc33a1f76b10080b3b675e1e888194b8e601bf667900de72910aa

Aliases

arxiv: 2412.18946 · arxiv_version: 2412.18946v2 · doi: 10.48550/arxiv.2412.18946 · pith_short_12: RYSYDD7H3PBT · pith_short_16: RYSYDD7H3PBTUH3W · pith_short_8: RYSYDD7H

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/RYSYDD7H3PBTUH3WWEAIBM5WOX \
  | 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: 8e25818fe7dbc33a1f76b10080b3b675e1e888194b8e601bf667900de72910aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d85e4444c4ee042afe64ea3cf6c5b77ad1a36241b1430bf25736343d02cbad5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-25T16:42:27Z",
    "title_canon_sha256": "0c9e252e09a6595ca1401c5b89c8c737b9e1590051a07a16dc8d140187996c47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18946",
    "kind": "arxiv",
    "version": 2
  }
}