pith. sign in
Pith Number

pith:2DXK36HL

pith:2026:2DXK36HLKUU4CD6WKA5V52N4SA
not attested not anchored not stored refs pending

RDA: Reward Design Agent for Reinforcement Learning

Ajay Subramanian, Ben Abbatematteo, Hojoon Lee, Karl Ridgeway, Nitin Kamra, Pedro Matias, Vijay Veerabadran

arxiv:2606.01672 v1 · 2026-06-01 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2DXK36HLKUU4CD6WKA5V52N4SA}

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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.
Receipt and verification
First computed 2026-06-02T02:04:39.737669Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d0eeadf8eb5529c10fd6503b5ee9bc90236fd5a3761082dd38998da44660401a

Aliases

arxiv: 2606.01672 · arxiv_version: 2606.01672v1 · doi: 10.48550/arxiv.2606.01672 · pith_short_12: 2DXK36HLKUU4 · pith_short_16: 2DXK36HLKUU4CD6W · pith_short_8: 2DXK36HL
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2DXK36HLKUU4CD6WKA5V52N4SA \
  | 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: d0eeadf8eb5529c10fd6503b5ee9bc90236fd5a3761082dd38998da44660401a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "42f4b854a37ef1f40ea149252e955c64bdfc3443f2100f05b8f40a30684c949e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-01T04:29:30Z",
    "title_canon_sha256": "a1885d735d6ce2e25c9d3003fea4f2eac17a5365fa20aa7b0dca9e40cea11985"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01672",
    "kind": "arxiv",
    "version": 1
  }
}