Pith Number

pith:2L4BPT6H

pith:2020:2L4BPT6HXFNPAEQIRMUC5ZKPZX

not attested not anchored not stored refs pending

Multi-Agent Reinforcement Learning for Problems with Combined Individual and Team Reward

Hassam Ullah Sheikh, Ladislau B\"ol\"oni

arxiv:2003.10598 v1 · 2020-03-24 · cs.MA · 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{2L4BPT6HXFNPAEQIRMUC5ZKPZX}

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	2026-07-05T00:50:18.834026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d2f817cfc7b95af012088b282ee54fcdde336918c13a1ab55ae5ed10f23a176f

Aliases

arxiv: 2003.10598 · arxiv_version: 2003.10598v1 · doi: 10.48550/arxiv.2003.10598 · pith_short_12: 2L4BPT6HXFNP · pith_short_16: 2L4BPT6HXFNPAEQI · pith_short_8: 2L4BPT6H

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/2L4BPT6HXFNPAEQIRMUC5ZKPZX \
  | 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: d2f817cfc7b95af012088b282ee54fcdde336918c13a1ab55ae5ed10f23a176f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cba54c9d15f5da75e9205b843be50715048a7a0ead1927a974f2b82cfea8b997",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2020-03-24T00:55:37Z",
    "title_canon_sha256": "40315619828f5713f38f08ad84181e9a7c8813d0525546848ab5c22d30d49c22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.10598",
    "kind": "arxiv",
    "version": 1
  }
}