Pith Number

pith:COB3EHCQ

pith:2024:COB3EHCQNSZCGGJSNJOXVGSKKR

not attested not anchored not stored refs pending

BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games

Akbir Khan, Bart{\l}omiej Cupia{\l}, Davide Paglieri, Eduardo Pignatelli, Jack Parker-Holder, Jakob Nicolaus Foerster, Lerrel Pinto, {\L}ukasz Kuci\'nski, Maciej Wolczyk, Rob Fergus, Samuel Coward, Tim Rockt\"aschel, Ulyana Piterbarg

arxiv:2411.13543 v2 · 2024-11-20 · 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{COB3EHCQNSZCGGJSNJOXVGSKKR}

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

23 papers in Pith

RTSGameBench: An RTS Benchmark for Strategic Reasoning by Vision-Language Models

Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games

AgentBeats: Agentifying Agent Assessment for Openness, Standardization, and Reproducibility

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application

OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics

Receipt and verification

First computed	2026-07-05T10:42:39.280009Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1383b21c506cb22319326a5d7a9a4a546ae928460fffc7746a95d715f10910a7

Aliases

arxiv: 2411.13543 · arxiv_version: 2411.13543v2 · doi: 10.48550/arxiv.2411.13543 · pith_short_12: COB3EHCQNSZC · pith_short_16: COB3EHCQNSZCGGJS · pith_short_8: COB3EHCQ

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/COB3EHCQNSZCGGJSNJOXVGSKKR \
  | 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: 1383b21c506cb22319326a5d7a9a4a546ae928460fffc7746a95d715f10910a7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87b9b42c92f9f03a221359f6441059d80652400597663ecec06b9de06f55b090",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-11-20T18:54:32Z",
    "title_canon_sha256": "b9a97646981814e2e98e8c3bf34eedb7bb5142867040266c8bf1e16d51eea563"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13543",
    "kind": "arxiv",
    "version": 2
  }
}