Pith Number

pith:FPFR4I7I

pith:2020:FPFR4I7INJP4ZOSVYNQSNVMRYH

not attested not anchored not stored refs pending

Multi-agent Reinforcement Learning in Bayesian Stackelberg Markov Games for Adaptive Moving Target Defense

Sailik Sengupta, Subbarao Kambhampati

arxiv:2007.10457 v1 · 2020-07-20 · cs.GT · cs.AI · cs.CR · 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{FPFR4I7INJP4ZOSVYNQSNVMRYH}

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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

2 papers in Pith

Robust Strategic Classification under Decision-Dependent Cost Uncertainty

Insider Attacks in Multi-Agent LLM Consensus Systems

Receipt and verification

First computed	2026-07-05T01:20:38.764445Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2bcb1e23e86a5fccba55c36126d591c1db387a19340c7952f260dfa659554079

Aliases

arxiv: 2007.10457 · arxiv_version: 2007.10457v1 · doi: 10.48550/arxiv.2007.10457 · pith_short_12: FPFR4I7INJP4 · pith_short_16: FPFR4I7INJP4ZOSV · pith_short_8: FPFR4I7I

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/FPFR4I7INJP4ZOSVYNQSNVMRYH \
  | 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: 2bcb1e23e86a5fccba55c36126d591c1db387a19340c7952f260dfa659554079

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d379227dc972bff9a199d7cd70539d8a99d546157957e7673ab8dd55c0c1fa5b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2020-07-20T20:34:53Z",
    "title_canon_sha256": "f7748d00c998f013de35e9da8f6171b87b6d7bf111ec0c1ae3950ce8f55d027a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.10457",
    "kind": "arxiv",
    "version": 1
  }
}