Pith Number

pith:XAOBWPMS

pith:2020:XAOBWPMSTQBUQ74NS3DAERIKMQ

not attested not anchored not stored refs pending

REPAINT: Knowledge Transfer in Deep Reinforcement Learning

Jonathan Chung, Sahika Genc, Sunil Mallya, Tao Sun, Yunzhe Tao

arxiv:2011.11827 v3 · 2020-11-24 · cs.LG · cs.AI · 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{XAOBWPMSTQBUQ74NS3DAERIKMQ}

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	2026-07-05T02:43:30.948057Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b81c1b3d929c03487f8d96c602450a642a64bd10714f3752472819449d6f2da6

Aliases

arxiv: 2011.11827 · arxiv_version: 2011.11827v3 · doi: 10.48550/arxiv.2011.11827 · pith_short_12: XAOBWPMSTQBU · pith_short_16: XAOBWPMSTQBUQ74N · pith_short_8: XAOBWPMS

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/XAOBWPMSTQBUQ74NS3DAERIKMQ \
  | 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: b81c1b3d929c03487f8d96c602450a642a64bd10714f3752472819449d6f2da6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7aac46619300405c969323c2bda59ba6495ecc769a07936f8da8506fd012a3b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-24T01:18:32Z",
    "title_canon_sha256": "c62dc1b6d0701f0ecf58f59b47e60e3cc3baeb5c43c719e5c2f3e788b168c094"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.11827",
    "kind": "arxiv",
    "version": 3
  }
}