Pith Number

pith:3IIWRSHH

pith:2024:3IIWRSHHLECPUP2XM7GK4J4AXU

not attested not anchored not stored refs pending

Provable Partially Observable Reinforcement Learning with Privileged Information

Argyris Oikonomou, Kaiqing Zhang, Xiangyu Liu, Yang Cai

arxiv:2412.00985 v3 · 2024-12-01 · 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{3IIWRSHHLECPUP2XM7GK4J4AXU}

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.

Receipt and verification

First computed	2026-07-05T10:17:51.870170Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da1168c8e75904fa3f5767ccae2780bd3ef93c009d844a295928a693862e9cec

Aliases

arxiv: 2412.00985 · arxiv_version: 2412.00985v3 · doi: 10.48550/arxiv.2412.00985 · pith_short_12: 3IIWRSHHLECP · pith_short_16: 3IIWRSHHLECPUP2X · pith_short_8: 3IIWRSHH

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/3IIWRSHHLECPUP2XM7GK4J4AXU \
  | 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: da1168c8e75904fa3f5767ccae2780bd3ef93c009d844a295928a693862e9cec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96e4c99c4f091d9363d16f6022b637b384daaeae412a4b85d1ef67ff0651b8af",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-01T22:26:27Z",
    "title_canon_sha256": "911a9fa714ea1d56fa5f51ff8eb1bcfb304ad78852930095137e883e22530ad1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00985",
    "kind": "arxiv",
    "version": 3
  }
}