Pith Number

pith:QFXDSL4G

pith:2020:QFXDSL4GUEMQR225GGVKFCLYBC

not attested not anchored not stored refs pending

An Empirical Study of Representation Learning for Reinforcement Learning in Healthcare

Haoran Zhang, Jayakumar Subramanian, Marzyeh Ghassemi, Mehdi Fatemi, Taylor W. Killian

arxiv:2011.11235 v1 · 2020-11-23 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QFXDSL4GUEMQR225GGVKFCLYBC}

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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

The hidden risks of temporal resampling in clinical reinforcement learning

Learning Preference-Based Objectives from Clinical Narratives for Dynamic Sepsis Treatment

Receipt and verification

First computed	2026-07-05T01:53:40.786903Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

816e392f86a11908eb5d31aaa2897808b066ab0d9d8c271b3a3303e55af6ef9b

Aliases

arxiv: 2011.11235 · arxiv_version: 2011.11235v1 · doi: 10.48550/arxiv.2011.11235 · pith_short_12: QFXDSL4GUEMQ · pith_short_16: QFXDSL4GUEMQR225 · pith_short_8: QFXDSL4G

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/QFXDSL4GUEMQR225GGVKFCLYBC \
  | 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: 816e392f86a11908eb5d31aaa2897808b066ab0d9d8c271b3a3303e55af6ef9b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9988da318034e5c034afd54495f81939475d250e895019fcf0e98c4e5c6be52d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-23T06:37:08Z",
    "title_canon_sha256": "613f613d570c8376732518f426333bc956d3fd502a78f6cad64d92ae7361cd98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.11235",
    "kind": "arxiv",
    "version": 1
  }
}