Pith Number

pith:6CJSNUEZ

pith:2012:6CJSNUEZGO5D2SRPNVZCLFGP7Y

not attested not anchored not stored refs pending

Bayes' Bluff: Opponent Modelling in Poker

Bryce Larson, Carmelo Piccione, Chris Rayner, Darse Billings, Finnegan Southey, Michael P. Bowling, Neil Burch

arxiv:1207.1411 v1 · 2012-07-04 · cs.GT · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6CJSNUEZGO5D2SRPNVZCLFGP7Y}

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

4 papers in Pith

GAE Falls Short in Imperfect-Information Self-Play Reinforcement Learning

VS-Bench: Evaluating VLMs for Strategic Abilities in Multi-Agent Environments

AlphaExploitem: Going Beyond the Nash Equilibrium in Poker by Learning to Exploit Suboptimal Play

On-line Learning in Tree MDPs by Treating Policies as Bandit Arms

Receipt and verification

First computed	2026-05-18T03:51:37.194246Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f09326d09933ba3d4a2f6d722594cffe08b7f2bd75a77085be4094f2d8034dc2

Aliases

arxiv: 1207.1411 · arxiv_version: 1207.1411v1 · doi: 10.48550/arxiv.1207.1411 · pith_short_12: 6CJSNUEZGO5D · pith_short_16: 6CJSNUEZGO5D2SRP · pith_short_8: 6CJSNUEZ

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/6CJSNUEZGO5D2SRPNVZCLFGP7Y \
  | 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: f09326d09933ba3d4a2f6d722594cffe08b7f2bd75a77085be4094f2d8034dc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d29b1140bb4c3a363f72ad94dcbf71dc53ca4a3f707a9009d6e2f15dc22e976",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2012-07-04T16:22:47Z",
    "title_canon_sha256": "c4a6ccdbbdd2301c37dbf6f02d3808ff775b663cf2ff8b5fbff6ab5c766d106c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1207.1411",
    "kind": "arxiv",
    "version": 1
  }
}