Pith Number

pith:JITAOUYI

pith:2018:JITAOUYILT65BDVQ4KWJSUZZRM

not attested not anchored not stored refs pending

Transfer with Model Features in Reinforcement Learning

Lucas Lehnert, Michael L. Littman

arxiv:1807.01736 v1 · 2018-07-04 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JITAOUYILT65BDVQ4KWJSUZZRM}

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

Smaller Abstract State Spaces Enable Cross-Scale Generalization in Reinforcement Learning

Receipt and verification

First computed	2026-05-18T00:11:28.760413Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a260753085cfdd08eb0e2ac9953398b3ce40467c765cd4582332611732b4cd6

Aliases

arxiv: 1807.01736 · arxiv_version: 1807.01736v1 · doi: 10.48550/arxiv.1807.01736 · pith_short_12: JITAOUYILT65 · pith_short_16: JITAOUYILT65BDVQ · pith_short_8: JITAOUYI

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/JITAOUYILT65BDVQ4KWJSUZZRM \
  | 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: 4a260753085cfdd08eb0e2ac9953398b3ce40467c765cd4582332611732b4cd6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9733aa4a4394f65677125fdf939a43ef78e586c8637e5b5600d1f870cb290a96",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-04T18:41:27Z",
    "title_canon_sha256": "28cd7e358620c7b9e503767b41d38dfbd39b9ce6a47e01fd875884dd75e1e71a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.01736",
    "kind": "arxiv",
    "version": 1
  }
}