Pith Number

pith:GGWT3ORO

pith:2022:GGWT3ORO3RL6QNZGCE4MKY4HZH

not attested not anchored not stored refs pending

Leveraging Fully Observable Policies for Learning under Partial Observability

Andrea Baisero, Christopher Amato, Dian Wang, Hai Nguyen, Robert Platt

arxiv:2211.01991 v2 · 2022-11-03 · cs.RO · 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{GGWT3ORO3RL6QNZGCE4MKY4HZH}

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

Proximal Policy Distillation

Receipt and verification

First computed	2026-07-05T05:15:00.866493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31ad3dba2edc57e837261138c56387c9cd17d3eacbb773280ecd4d3193a57ef1

Aliases

arxiv: 2211.01991 · arxiv_version: 2211.01991v2 · doi: 10.48550/arxiv.2211.01991 · pith_short_12: GGWT3ORO3RL6 · pith_short_16: GGWT3ORO3RL6QNZG · pith_short_8: GGWT3ORO

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/GGWT3ORO3RL6QNZGCE4MKY4HZH \
  | 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: 31ad3dba2edc57e837261138c56387c9cd17d3eacbb773280ecd4d3193a57ef1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "370723999cd51452e4cd163204db009eafb0da83e40f5fa0d6e9afa43ba15cce",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2022-11-03T16:57:45Z",
    "title_canon_sha256": "2da95eef3bf3020da05efdcfa209880a7d02c87cd57461654408b2909ef22bb6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.01991",
    "kind": "arxiv",
    "version": 2
  }
}