Pith Number

pith:DSIPCWC3

pith:2024:DSIPCWC3GY5ZW4CXEKQYTBQJCQ

not attested not anchored not stored refs pending

KalMamba: Towards Efficient Probabilistic State Space Models for RL under Uncertainty

Gerhard Neumann, Niklas Freymuth, Philipp Becker

arxiv:2406.15131 v1 · 2024-06-21 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DSIPCWC3GY5ZW4CXEKQYTBQJCQ}

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

2 papers in Pith

Advancing Intelligent Sequence Modeling: Evolution, Trade-offs, and Applications of State-Space Architectures from S4 to Mamba

Belief-State RWKV for Reinforcement Learning under Partial Observability

Receipt and verification

First computed	2026-07-05T08:35:14.529221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c90f1585b363b9b705722a18986091409f7f19787561a41ec797e8f1795e2a8

Aliases

arxiv: 2406.15131 · arxiv_version: 2406.15131v1 · doi: 10.48550/arxiv.2406.15131 · pith_short_12: DSIPCWC3GY5Z · pith_short_16: DSIPCWC3GY5ZW4CX · pith_short_8: DSIPCWC3

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/DSIPCWC3GY5ZW4CXEKQYTBQJCQ \
  | 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: 1c90f1585b363b9b705722a18986091409f7f19787561a41ec797e8f1795e2a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02a7007c09df0844280aa59783c52a5d9f9e245b5f7b7d437f2d72f69a0f9a49",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-21T13:27:36Z",
    "title_canon_sha256": "f8eb95e137ca6524f6439a734e03d16ce345a35d4ddf57f7e0efb580fadd283f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.15131",
    "kind": "arxiv",
    "version": 1
  }
}