Pith Number

pith:3ZI67ZN3

pith:2021:3ZI67ZN37PGRQXARTVBKY643IZ

not attested not anchored not stored refs pending

V-Learning -- A Simple, Efficient, Decentralized Algorithm for Multiagent RL

Chi Jin, Qinghua Liu, Tiancheng Yu, Yuanhao Wang

arxiv:2110.14555 v1 · 2021-10-27 · cs.LG · cs.AI · cs.GT · cs.MA · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3ZI67ZN37PGRQXARTVBKY643IZ}

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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

5 papers in Pith

Regret Minimization with Adaptive Opponents in Repeated Games

Decentralized Collective World Model for Emergent Communication and Coordination

Sample-efficient inductive matrix completion with noise and inexact side-information

Corruption-robust Offline Multi-agent Reinforcement Learning From Human Feedback

Taming the Curses of Multiagency in Robust Markov Games with Large State Space through Linear Function Approximation

Receipt and verification

First computed	2026-07-05T03:26:29.135399Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de51efe5bbfbcd185c119d42ac7b9b466550ee416328eda39c6e5a6e0eadd28a

Aliases

arxiv: 2110.14555 · arxiv_version: 2110.14555v1 · doi: 10.48550/arxiv.2110.14555 · pith_short_12: 3ZI67ZN37PGR · pith_short_16: 3ZI67ZN37PGRQXAR · pith_short_8: 3ZI67ZN3

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/3ZI67ZN37PGRQXARTVBKY643IZ \
  | 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: de51efe5bbfbcd185c119d42ac7b9b466550ee416328eda39c6e5a6e0eadd28a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94b50860c54d8e15e75de442125b768d71376dcac58123d486b71f5034d66a32",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT",
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-27T16:25:55Z",
    "title_canon_sha256": "e368946e13b253a6743995839176f7271b20b914c80f369dde790f8d4c0df6ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.14555",
    "kind": "arxiv",
    "version": 1
  }
}