Pith Number

pith:LH62F2VX

pith:2024:LH62F2VXKFHWTY3RR6TMKNBAPN

not attested not anchored not stored refs pending

Mamba as Decision Maker: Exploring Multi-scale Sequence Modeling in Offline Reinforcement Learning

Gang Han, Hao Cheng, Jiahang Cao, Jiaxu Wang, Jingkai Sun, Qiang Zhang, Renjing Xu, Wen Zhao, Yecheng Shao, Yijie Guo, Ziqing Wang

arxiv:2406.02013 v2 · 2024-06-04 · 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{LH62F2VXKFHWTY3RR6TMKNBAPN}

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

1 paper in Pith

A Survey of Mamba

Receipt and verification

First computed	2026-07-05T09:05:36.412046Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59fda2eab7514f69e3718fa6c534207b6b5c89f27ce53930f8593e0727ad4732

Aliases

arxiv: 2406.02013 · arxiv_version: 2406.02013v2 · doi: 10.48550/arxiv.2406.02013 · pith_short_12: LH62F2VXKFHW · pith_short_16: LH62F2VXKFHWTY3R · pith_short_8: LH62F2VX

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/LH62F2VXKFHWTY3RR6TMKNBAPN \
  | 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: 59fda2eab7514f69e3718fa6c534207b6b5c89f27ce53930f8593e0727ad4732

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "285c363b64c8fdcf1d92d17370ac685d1106bd1d9b513acc4f6e6be505f0aeb3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-04T06:49:18Z",
    "title_canon_sha256": "9a2b35a164a7f350756be6c1dcee3831909348184209ad776e227fafd240c97c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.02013",
    "kind": "arxiv",
    "version": 2
  }
}