Pith Number

pith:2QP2UV4L

pith:2022:2QP2UV4L5FIBRW7DPIJ32IQKPE

not attested not anchored not stored refs pending

Building a Subspace of Policies for Scalable Continual Learning

Jean-Baptiste Gaya, Laure Soulier, Lucas Caccia, Ludovic Denoyer, Roberta Raileanu, Thang Doan

arxiv:2211.10445 v3 · 2022-11-18 · 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{2QP2UV4L5FIBRW7DPIJ32IQKPE}

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

3 papers in Pith

A Survey of Reinforcement Learning for Large Reasoning Models

From Pixels to Digital Agents: An Empirical Study on the Taxonomy and Technological Trends of Reinforcement Learning Environments

Beyond Single-Model Optimization: Preserving Plasticity in Continual Reinforcement Learning

Receipt and verification

First computed	2026-07-05T05:47:19.867385Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d41faa578be95018dbe37a13bd220a790f79111d8419c0ef8e6d27155b575f62

Aliases

arxiv: 2211.10445 · arxiv_version: 2211.10445v3 · doi: 10.48550/arxiv.2211.10445 · pith_short_12: 2QP2UV4L5FIB · pith_short_16: 2QP2UV4L5FIBRW7D · pith_short_8: 2QP2UV4L

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/2QP2UV4L5FIBRW7DPIJ32IQKPE \
  | 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: d41faa578be95018dbe37a13bd220a790f79111d8419c0ef8e6d27155b575f62

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "318f18d5589a128b3df4a72b2c4973db45cd9ab7d8d05837d8241efcfa6ab61e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-18T14:59:42Z",
    "title_canon_sha256": "21ca56996a26d766177328bbdbdae3923ce2dbec188096bea00459e8ea04feb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.10445",
    "kind": "arxiv",
    "version": 3
  }
}