Pith Number

pith:CNNQSMGE

pith:2022:CNNQSMGEXMUS4CGQLJ6UQBU5PZ

not attested not anchored not stored refs pending

Reinforcement Learning Agents in Colonel Blotto

Joseph Christian G. Noel

arxiv:2204.02785 v1 · 2022-04-04 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CNNQSMGEXMUS4CGQLJ6UQBU5PZ}

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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

HGFormer: A Hierarchical Graph Transformer Framework for Two-Stage Colonel Blotto Games via Reinforcement Learning

Receipt and verification

First computed	2026-07-05T04:12:12.315630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

135b0930c4bb292e08d05a7d48069d7e64b27c7c8e0a55ba8a9c764a9de38d58

Aliases

arxiv: 2204.02785 · arxiv_version: 2204.02785v1 · doi: 10.48550/arxiv.2204.02785 · pith_short_12: CNNQSMGEXMUS · pith_short_16: CNNQSMGEXMUS4CGQ · pith_short_8: CNNQSMGE

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/CNNQSMGEXMUS4CGQLJ6UQBU5PZ \
  | 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: 135b0930c4bb292e08d05a7d48069d7e64b27c7c8e0a55ba8a9c764a9de38d58

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03c19b14a35b2331afb901a5bd05ac72dbcc0385fe2ea4a8280afa2220730cf9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2022-04-04T16:18:01Z",
    "title_canon_sha256": "a3d9280045b655b40b4acccdda655762b688c359d1365644aa5c556e851f205f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.02785",
    "kind": "arxiv",
    "version": 1
  }
}