Pith Number

pith:A6PJFTMD

pith:2024:A6PJFTMDLEZJCNAKJEVZDDE6BF

not attested not anchored not stored refs pending

Reinforcement Learning from Delayed Observations via World Models

Armin Karamzade, Kyungmin Kim, Montek Kalsi, Roy Fox

arxiv:2403.12309 v2 · 2024-03-18 · 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{A6PJFTMDLEZJCNAKJEVZDDE6BF}

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

Model-Based Reinforcement Learning under Random Observation Delays

Delay-Empowered Causal Hierarchical Reinforcement Learning

Receipt and verification

First computed	2026-07-05T08:36:46.655268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

079e92cd83593291340a492b918c9e094731af7c98f83f1a52fd19c41e6ebb88

Aliases

arxiv: 2403.12309 · arxiv_version: 2403.12309v2 · doi: 10.48550/arxiv.2403.12309 · pith_short_12: A6PJFTMDLEZJ · pith_short_16: A6PJFTMDLEZJCNAK · pith_short_8: A6PJFTMD

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/A6PJFTMDLEZJCNAKJEVZDDE6BF \
  | 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: 079e92cd83593291340a492b918c9e094731af7c98f83f1a52fd19c41e6ebb88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ad3100b0e806f63ecf65af51e9fd0ddab289aa8627e26a74bf3f97c6504defa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-18T23:18:27Z",
    "title_canon_sha256": "962e36f2f668b69f0652aab203855fa3d5c460788f5c19d571003927d3cb84cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.12309",
    "kind": "arxiv",
    "version": 2
  }
}