Pith Number

pith:IG36WGSI

pith:2021:IG36WGSIFRMC3C77QY7H2LHF3N

not attested not anchored not stored refs pending

Towards General Function Approximation in Zero-Sum Markov Games

Baihe Huang, Jason D. Lee, Zhaoran Wang, Zhuoran Yang

arxiv:2107.14702 v3 · 2021-07-30 · cs.GT · cs.LG · 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{IG36WGSIFRMC3C77QY7H2LHF3N}

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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

1 paper in Pith

Robust Markov Decision Processes on Continuous State Spaces

Receipt and verification

First computed	2026-07-05T03:27:34.659964Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41b7eb1a482c582d8bff863e7d2ce5db4f162cbb9c20322f5b2c5d151a3e7dd4

Aliases

arxiv: 2107.14702 · arxiv_version: 2107.14702v3 · doi: 10.48550/arxiv.2107.14702 · pith_short_12: IG36WGSIFRMC · pith_short_16: IG36WGSIFRMC3C77 · pith_short_8: IG36WGSI

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/IG36WGSIFRMC3C77QY7H2LHF3N \
  | 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: 41b7eb1a482c582d8bff863e7d2ce5db4f162cbb9c20322f5b2c5d151a3e7dd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ea7a74680fcadadae04c4cff6998967703329eb13d3e0de3b6e4bb9efd607e3",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2021-07-30T15:25:13Z",
    "title_canon_sha256": "0783a2b8bdd8a41a4ff6339b3ed3f14661367c1e62ad280f5b7b5a30ca58b2f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.14702",
    "kind": "arxiv",
    "version": 3
  }
}