Pith Number

pith:CMD7LBTF

pith:2024:CMD7LBTF2LKYDXH5VXQ3MPZMAK

not attested not anchored not stored refs pending

Drama: Mamba-Enabled Model-Based Reinforcement Learning Is Sample and Parameter Efficient

Ivana Dusparic, Ke Zhang, Vinny Cahill, Wenlong Wang, Yucheng Shi

arxiv:2410.08893 v4 · 2024-10-11 · cs.LG · cs.AI · cs.RO

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\usepackage{pith}
\pithnumber{CMD7LBTF2LKYDXH5VXQ3MPZMAK}

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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

EDELINE: Enhancing Memory in Diffusion-based World Models via Linear-Time Sequence Modeling

Receipt and verification

First computed	2026-07-05T11:03:52.471056Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1307f58665d2d581dcfdade1b63f2c02be4aa4e1a5893b94592b914ba68f8957

Aliases

arxiv: 2410.08893 · arxiv_version: 2410.08893v4 · doi: 10.48550/arxiv.2410.08893 · pith_short_12: CMD7LBTF2LKY · pith_short_16: CMD7LBTF2LKYDXH5 · pith_short_8: CMD7LBTF

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/CMD7LBTF2LKYDXH5VXQ3MPZMAK \
  | 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: 1307f58665d2d581dcfdade1b63f2c02be4aa4e1a5893b94592b914ba68f8957

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69c2eb0d71a04660454d70c0ec89cb6349bde10afc847057aa0da6b749ddeeee",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-11T15:10:40Z",
    "title_canon_sha256": "2ffa24d1323eb9be52b2633bef5ec8deccfe720f4355e634ceb859fbca847945"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08893",
    "kind": "arxiv",
    "version": 4
  }
}