Pith Number

pith:4ZKARV5E

pith:2023:4ZKARV5EXZ7XR6GBR57MOMSNIV

not attested not anchored not stored refs pending

Adversarial Search and Tracking with Multiagent Reinforcement Learning in Sparsely Observable Environment

Letian Chen, Manisha Natarajan, Matthew C. Gombolay, Rohan Paleja, Sean Ye, Zixuan Wu

arxiv:2306.11301 v2 · 2023-06-20 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4ZKARV5EXZ7XR6GBR57MOMSNIV}

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.

Receipt and verification

First computed	2026-07-05T07:03:28.498277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e65408d7a4be7f78f8c18f7ec7324d455b7261407450d9de6eff7ffaefc4ad08

Aliases

arxiv: 2306.11301 · arxiv_version: 2306.11301v2 · doi: 10.48550/arxiv.2306.11301 · pith_short_12: 4ZKARV5EXZ7X · pith_short_16: 4ZKARV5EXZ7XR6GB · pith_short_8: 4ZKARV5E

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/4ZKARV5EXZ7XR6GBR57MOMSNIV \
  | 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: e65408d7a4be7f78f8c18f7ec7324d455b7261407450d9de6eff7ffaefc4ad08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d65707d75a437e551bae7882dfd0069452b8a2922b1b0aaabb6c945cf23c36e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-20T05:31:13Z",
    "title_canon_sha256": "0e8f0bd83e3448dc30dd9534234fdd334f8748f7a32c1ae55c6f7bbbb5264ebf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.11301",
    "kind": "arxiv",
    "version": 2
  }
}