Pith Number

pith:D7ODVK3R

pith:2022:D7ODVK3RASZYIZ6MGMZV52XPAP

not attested not anchored not stored refs pending

Mildly Conservative Q-Learning for Offline Reinforcement Learning

Jiafei Lyu, Xiaoteng Ma, Xiu Li, Zongqing Lu

arxiv:2206.04745 v3 · 2022-06-09 · 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{D7ODVK3RASZYIZ6MGMZV52XPAP}

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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.

Cited by

1 paper in Pith

Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:47:23.751125Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1fdc3aab7104b38467cc33335eeaef03f3baade5c843cfb50ae9ae38f0f4d16a

Aliases

arxiv: 2206.04745 · arxiv_version: 2206.04745v3 · doi: 10.48550/arxiv.2206.04745 · pith_short_12: D7ODVK3RASZY · pith_short_16: D7ODVK3RASZYIZ6M · pith_short_8: D7ODVK3R

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/D7ODVK3RASZYIZ6MGMZV52XPAP \
  | 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: 1fdc3aab7104b38467cc33335eeaef03f3baade5c843cfb50ae9ae38f0f4d16a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "677bb6fb327cb7ece27c862a34bcbf2a463804dfe8a6cb539d04c8c4c7850968",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-09T19:44:35Z",
    "title_canon_sha256": "4dbfecc601c0c32d5374f95fb862dc80f0b456449d4ddc0ea3bedc036e2bfecf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.04745",
    "kind": "arxiv",
    "version": 3
  }
}