Pith Number

pith:YEGPDM6F

pith:2024:YEGPDM6FEKK6MIGALUICEHHM6B

not attested not anchored not stored refs pending

Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling

Bo Yang, Hechang Chen, Jifeng Hu, Lichao Sun, Liwei Yang, Sili Huang, Tao Luo, Zhejian Yang

arxiv:2406.00079 v1 · 2024-05-31 · 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{YEGPDM6FEKK6MIGALUICEHHM6B}

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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

1 paper in Pith

Closing the Gap between TD Learning and Supervised Learning with $Q$-Conditioned Maximization

Receipt and verification

First computed	2026-07-05T08:26:27.016153Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c10cf1b3c52295e620c05d10221cecf06add6a3e9b6e9d500c16ad7d527b4394

Aliases

arxiv: 2406.00079 · arxiv_version: 2406.00079v1 · doi: 10.48550/arxiv.2406.00079 · pith_short_12: YEGPDM6FEKK6 · pith_short_16: YEGPDM6FEKK6MIGA · pith_short_8: YEGPDM6F

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/YEGPDM6FEKK6MIGALUICEHHM6B \
  | 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: c10cf1b3c52295e620c05d10221cecf06add6a3e9b6e9d500c16ad7d527b4394

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f06cde4ae38a430fc0b487387bf534d5a2d247fa42190e68261770d6f2c5e3fa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-31T10:41:03Z",
    "title_canon_sha256": "24ec79880ef4172457ee420e88a300e275b8219e0447b2cb3da8c722d8eea4da"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.00079",
    "kind": "arxiv",
    "version": 1
  }
}