Pith Number

pith:WRLPPCMF

pith:2024:WRLPPCMFB7D55U4KNATDR4CGVT

not attested not anchored not stored refs pending

Hierarchical Prompt Decision Transformer: Improving Few-Shot Policy Generalization with Global and Adaptive Guidance

Haozhu Wang, Yanjun Qi, Zhe Wang

arxiv:2412.00979 v2 · 2024-12-01 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WRLPPCMFB7D55U4KNATDR4CGVT}

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	2026-07-05T09:48:37.563692Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b456f789850fc7ded38a682638f046ace94180aa051f9704124e59a31d95c6a5

Aliases

arxiv: 2412.00979 · arxiv_version: 2412.00979v2 · doi: 10.48550/arxiv.2412.00979 · pith_short_12: WRLPPCMFB7D5 · pith_short_16: WRLPPCMFB7D55U4K · pith_short_8: WRLPPCMF

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/WRLPPCMFB7D55U4KNATDR4CGVT \
  | 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: b456f789850fc7ded38a682638f046ace94180aa051f9704124e59a31d95c6a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c313077d3e8f68e72f2e80258e1ca6953b948007c8fc4941cd0294c6bf722f6d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-01T22:02:07Z",
    "title_canon_sha256": "5e267ce43c4b96f3a6d1eb667baedb401ec3f32a28e5ec1469529944f746d4e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00979",
    "kind": "arxiv",
    "version": 2
  }
}