Pith Number

pith:QG3GBPRN

pith:2024:QG3GBPRN3HOR7SOI6JBZBXY73K

not attested not anchored not stored refs pending

Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning

Byoung-Tak Zhang, Inwoo Hwang, Sanghack Lee, Suhyung Choi, Yunhyeok Kwak

arxiv:2406.03234 v1 · 2024-06-05 · 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{QG3GBPRN3HOR7SOI6JBZBXY73K}

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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

2 papers in Pith

Learning Object Manipulation from Scratch via Contrastive Interaction

Consistency evaluation of benchmarks used for causal discovery

Receipt and verification

First computed	2026-07-05T08:27:53.546526Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81b660be2dd9dd1fc9c8f24390df1fda814dc3de4aa3f4b6986cdd9aba9ec064

Aliases

arxiv: 2406.03234 · arxiv_version: 2406.03234v1 · doi: 10.48550/arxiv.2406.03234 · pith_short_12: QG3GBPRN3HOR · pith_short_16: QG3GBPRN3HOR7SOI · pith_short_8: QG3GBPRN

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/QG3GBPRN3HOR7SOI6JBZBXY73K \
  | 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: 81b660be2dd9dd1fc9c8f24390df1fda814dc3de4aa3f4b6986cdd9aba9ec064

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e950bf2f35b3ed941a2b9fec2ccd1e7a3ae4a1824ace4a778b1fa3c2f213c555",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-05T13:13:58Z",
    "title_canon_sha256": "bc51439323cfb6cad880739d9bfc619d65ba877eb77b7c81317e38dee4acc85d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03234",
    "kind": "arxiv",
    "version": 1
  }
}