Pith Number

pith:CLWWXMVT

pith:2017:CLWWXMVTFRKXOAAW5AXDL5K7XS

not attested not anchored not stored refs pending

Primal-Dual $\pi$ Learning: Sample Complexity and Sublinear Run Time for Ergodic Markov Decision Problems

Mengdi Wang

arxiv:1710.06100 v1 · 2017-10-17 · cs.LG · cs.CC · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CLWWXMVTFRKXOAAW5AXDL5K7XS}

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

Value Mirror Descent for Reinforcement Learning

Receipt and verification

First computed	2026-05-18T00:32:37.738354Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

12ed6bb2b32c55770016e82e35f55fbc9543ee1eb38fe19db74caec5a53b5c96

Aliases

arxiv: 1710.06100 · arxiv_version: 1710.06100v1 · doi: 10.48550/arxiv.1710.06100 · pith_short_12: CLWWXMVTFRKX · pith_short_16: CLWWXMVTFRKXOAAW · pith_short_8: CLWWXMVT

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/CLWWXMVTFRKXOAAW5AXDL5K7XS \
  | 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: 12ed6bb2b32c55770016e82e35f55fbc9543ee1eb38fe19db74caec5a53b5c96

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "547f6c00f4bc96be7d9bad78698966495b93a6c9d84bfecfbbdf983a0eec9bfb",
    "cross_cats_sorted": [
      "cs.CC",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-10-17T05:03:19Z",
    "title_canon_sha256": "e97062a624e05db64f958f3f5b3f45c9993fbd39c68727ea044d0258c7647c1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.06100",
    "kind": "arxiv",
    "version": 1
  }
}