Pith Number

pith:C4PBA5FD

pith:2023:C4PBA5FD4LGDLTZ3ZQAFTSBHKC

not attested not anchored not stored refs pending

Finite-Time Analysis of Minimax Q-Learning for Two-Player Zero-Sum Markov Games: Switching System Approach

Donghwan Lee

arxiv:2306.05700 v2 · 2023-06-09 · eess.SY · cs.GT · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C4PBA5FD4LGDLTZ3ZQAFTSBHKC}

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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

Successor Features for Transfer in Alternating Markov Games

Receipt and verification

First computed	2026-07-05T06:19:42.304293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

171e1074a3e2cc35cf3bcc0059c82750ad6ebc1d018abec6d3b44b61a5ae1712

Aliases

arxiv: 2306.05700 · arxiv_version: 2306.05700v2 · doi: 10.48550/arxiv.2306.05700 · pith_short_12: C4PBA5FD4LGD · pith_short_16: C4PBA5FD4LGDLTZ3 · pith_short_8: C4PBA5FD

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/C4PBA5FD4LGDLTZ3ZQAFTSBHKC \
  | 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: 171e1074a3e2cc35cf3bcc0059c82750ad6ebc1d018abec6d3b44b61a5ae1712

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "86888207d7c949c4192fd78867f44ac96f1d27c5e53d2a887de10db170b7bc1e",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2023-06-09T06:39:37Z",
    "title_canon_sha256": "1a8556cd474d56c84428c807c8fff1ca883c595a21ba5fd52826fff9d66cfadf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.05700",
    "kind": "arxiv",
    "version": 2
  }
}