Pith Number

pith:MNJUQCS4

pith:2020:MNJUQCS4AYHFJWRU25JIF22G3V

not attested not anchored not stored refs pending

Reinforcement Learning for Unified Allocation and Patrolling in Signaling Games with Uncertainty

Aravind Venugopal, Balaraman Ravindran, Elizabeth Bondi, Harshavardhan Kamarthi, Keval Dholakia, Milind Tambe

arxiv:2012.10389 v1 · 2020-12-18 · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MNJUQCS4AYHFJWRU25JIF22G3V}

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	2026-07-05T02:47:03.205510Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6353480a5c060e54da34d75282eb46dd743386ab453fb5ed08c2cf1c5a0662c8

Aliases

arxiv: 2012.10389 · arxiv_version: 2012.10389v1 · doi: 10.48550/arxiv.2012.10389 · pith_short_12: MNJUQCS4AYHF · pith_short_16: MNJUQCS4AYHFJWRU · pith_short_8: MNJUQCS4

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/MNJUQCS4AYHFJWRU25JIF22G3V \
  | 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: 6353480a5c060e54da34d75282eb46dd743386ab453fb5ed08c2cf1c5a0662c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8c6fde7f67174410702d4490eed9b1918bb2ebc53cd4493f007b6b10971cce5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2020-12-18T17:53:39Z",
    "title_canon_sha256": "c4fb75373c7d16923eca1e521a059f3905ffe806d5919fcf5bfd806659e10667"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.10389",
    "kind": "arxiv",
    "version": 1
  }
}