Pith Number

pith:RSUUTAKG

pith:2025:RSUUTAKGC7MATVDI4RJATEZ2XA

not attested not anchored not stored refs pending

A Systematic Approach to Design Real-World Human-in-the-Loop Deep Reinforcement Learning: Salient Features, Challenges and Trade-offs

Antoine Fagette, Cloderic Mars, Jalal Arabneydi, Matthew E. Taylor, Matthew Guzdial, Saiful Islam, Sai Krishna Gottipati, Srijita Das, William Duguay, Younes Zerouali

arxiv:2504.17006 v1 · 2025-04-23 · cs.AI · cs.LG · 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{RSUUTAKGC7MATVDI4RJATEZ2XA}

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	2026-07-05T10:53:20.473858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ca949814617d809d468e45209933ab832e0d86fe124dc59557cfcd6687bee51

Aliases

arxiv: 2504.17006 · arxiv_version: 2504.17006v1 · doi: 10.48550/arxiv.2504.17006 · pith_short_12: RSUUTAKGC7MA · pith_short_16: RSUUTAKGC7MATVDI · pith_short_8: RSUUTAKG

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/RSUUTAKGC7MATVDI4RJATEZ2XA \
  | 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: 8ca949814617d809d468e45209933ab832e0d86fe124dc59557cfcd6687bee51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e860f88a70da26259e6e8bfb0016252a8c2ce086287147645993636c84a28763",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-04-23T18:00:08Z",
    "title_canon_sha256": "edb625e0abc86afcbf1cea7d5a107ab42af3a5ef61a809d5938cc2a70e178c63"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.17006",
    "kind": "arxiv",
    "version": 1
  }
}