Pith Number

pith:XI5QN3CM

pith:2024:XI5QN3CMRQ7PHZ7MUGED3GONJW

not attested not anchored not stored refs pending

Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces

Toshihiro Ota

arxiv:2403.19925 v1 · 2024-03-29 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XI5QN3CMRQ7PHZ7MUGED3GONJW}

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

Belief-State RWKV for Reinforcement Learning under Partial Observability

Receipt and verification

First computed	2026-07-05T08:02:10.636043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba3b06ec4c8c3ef3e7eca1883d99cd4d96f2db0a31838d776a39d78b4cdb4705

Aliases

arxiv: 2403.19925 · arxiv_version: 2403.19925v1 · doi: 10.48550/arxiv.2403.19925 · pith_short_12: XI5QN3CMRQ7P · pith_short_16: XI5QN3CMRQ7PHZ7M · pith_short_8: XI5QN3CM

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/XI5QN3CMRQ7PHZ7MUGED3GONJW \
  | 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: ba3b06ec4c8c3ef3e7eca1883d99cd4d96f2db0a31838d776a39d78b4cdb4705

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d97fdb64dc5e0dffe1a5f98cf7ef7d13b35b802ece14ba5ca046511cf6f919b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-29T02:25:55Z",
    "title_canon_sha256": "36b767726c36fab4dfcf58fe0046579d624751f9ff6021fb3fb632940a28ca95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.19925",
    "kind": "arxiv",
    "version": 1
  }
}