Pith Number

pith:WESWFSLJ

pith:2021:WESWFSLJL6GWVKUJXKMSM3OEHL

not attested not anchored not stored refs pending

Learning a subspace of policies for online adaptation in Reinforcement Learning

Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer

arxiv:2110.05169 v3 · 2021-10-11 · 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{WESWFSLJL6GWVKUJXKMSM3OEHL}

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	2026-07-05T05:09:13.238524Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b12562c9695f8d6aaa89ba99266dc43af7575bf4604a6fc561d8de1c08807c98

Aliases

arxiv: 2110.05169 · arxiv_version: 2110.05169v3 · doi: 10.48550/arxiv.2110.05169 · pith_short_12: WESWFSLJL6GW · pith_short_16: WESWFSLJL6GWVKUJ · pith_short_8: WESWFSLJ

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/WESWFSLJL6GWVKUJXKMSM3OEHL \
  | 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: b12562c9695f8d6aaa89ba99266dc43af7575bf4604a6fc561d8de1c08807c98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c07b8761ac31b5f2f46b8632198c39d64ffc96c8ee05ce7dad3704567cee346",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-11T11:43:34Z",
    "title_canon_sha256": "10606e872c016a569a708601c8b4aeffe53997d0dfcfb6c6fdfee469e6d4d613"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.05169",
    "kind": "arxiv",
    "version": 3
  }
}