Pith Number

pith:LFVN3YQA

pith:2023:LFVN3YQA4CM47NJPDAF5QFUN5E

not attested not anchored not stored refs pending

Taming the Exponential Action Set: Sublinear Regret and Fast Convergence to Nash Equilibrium in Online Congestion Games

Baoxiang Wang, Jing Dong, Jingyu Wu, Siwei Wang, Wei Chen

arxiv:2306.13673 v1 · 2023-06-19 · cs.GT · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{LFVN3YQA4CM47NJPDAF5QFUN5E}

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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

Near-Optimal Last-Iterate Convergence for Zero-Sum Games with Bandit Feedback and Opponent Actions

Receipt and verification

First computed	2026-07-05T06:24:13.938672Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

596adde200e099cfb52f180bd8168de92329ae124ef223c200f716e37c160fe6

Aliases

arxiv: 2306.13673 · arxiv_version: 2306.13673v1 · doi: 10.48550/arxiv.2306.13673 · pith_short_12: LFVN3YQA4CM4 · pith_short_16: LFVN3YQA4CM47NJP · pith_short_8: LFVN3YQA

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/LFVN3YQA4CM47NJPDAF5QFUN5E \
  | 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: 596adde200e099cfb52f180bd8168de92329ae124ef223c200f716e37c160fe6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31c65c056c2ae86c5b66fe68c370228478e5a8c62d9f22a546ddeda4f959815c",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2023-06-19T03:03:44Z",
    "title_canon_sha256": "34f12be798508694513b9f366e6a5c8c57ca22a6f7bd695a29ff70cd9c17961b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.13673",
    "kind": "arxiv",
    "version": 1
  }
}