Pith Number

pith:CZ7GK7TO

pith:2024:CZ7GK7TOSZVGH6XD7QNXQSSR7J

not attested not anchored not stored refs pending

Multi-granularity Knowledge Transfer for Continual Reinforcement Learning

Chaofan Pan, Linbo Xiong, Lingfei Ren, Wei Wei, Xin Yang, Yihui Feng, Yonghao Li

arxiv:2401.15098 v3 · 2024-01-25 · 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{CZ7GK7TOSZVGH6XD7QNXQSSR7J}

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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

2 papers in Pith

Decomposing Subject-Driven Image Generation via Intermediate Structural Prediction

Reasoning Portability: Guiding Continual Learning for MLLMs in the RLVR Era

Receipt and verification

First computed	2026-07-05T11:16:27.287620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

167e657e6e966a63fae3fc1b784a51fa67c123df4457bc8e349ff960a50988a3

Aliases

arxiv: 2401.15098 · arxiv_version: 2401.15098v3 · doi: 10.48550/arxiv.2401.15098 · pith_short_12: CZ7GK7TOSZVG · pith_short_16: CZ7GK7TOSZVGH6XD · pith_short_8: CZ7GK7TO

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/CZ7GK7TOSZVGH6XD7QNXQSSR7J \
  | 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: 167e657e6e966a63fae3fc1b784a51fa67c123df4457bc8e349ff960a50988a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "106262a8e6042f96511075c8a0a09b18a7ebe55c53140d0bc3b0215de2953753",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-25T03:06:51Z",
    "title_canon_sha256": "60a1ec7aecba9c85f530f20a723e0256ec9c9779954974b63cb4117f4f0516f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.15098",
    "kind": "arxiv",
    "version": 3
  }
}