Pith Number

pith:IEKUQJ7R

pith:2019:IEKUQJ7RE6RJHTMHHI5LUEYSED

not attested not anchored not stored refs pending

Online Convex Optimization in Adversarial Markov Decision Processes

Aviv Rosenberg, Yishay Mansour

arxiv:1905.07773 v1 · 2019-05-19 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IEKUQJ7RE6RJHTMHHI5LUEYSED}

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	2026-05-17T23:45:48.537689Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41154827f127a293cd873a3aba131220dbeea4457c23791d12e35466023e00d9

Aliases

arxiv: 1905.07773 · arxiv_version: 1905.07773v1 · doi: 10.48550/arxiv.1905.07773 · pith_short_12: IEKUQJ7RE6RJ · pith_short_16: IEKUQJ7RE6RJHTMH · pith_short_8: IEKUQJ7R

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/IEKUQJ7RE6RJHTMHHI5LUEYSED \
  | 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: 41154827f127a293cd873a3aba131220dbeea4457c23791d12e35466023e00d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fad5753896208086edafd3051e510f386c3e5e9932dbd008ecef16687d0f8ef6",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-19T16:56:22Z",
    "title_canon_sha256": "b9408c0196c076c0f0df845828c5c1e97399310f0a7ccc553a035f1d920ccd3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.07773",
    "kind": "arxiv",
    "version": 1
  }
}