Pith Number

pith:BG55RBWF

pith:2019:BG55RBWFG6PIN5TEZHUUAVNUMZ

not attested not anchored not stored refs pending

Policy Distillation and Value Matching in Multiagent Reinforcement Learning

Dong-Ki Kim, Jonathan P. How, Samir Wadhwania, Shayegan Omidshafiei

arxiv:1903.06592 v1 · 2019-03-15 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BG55RBWFG6PIN5TEZHUUAVNUMZ}

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	2026-05-17T23:51:10.406445Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09bbd886c5379e86f664c9e94055b46666b2abd935918c91b83bacc0f2533eae

Aliases

arxiv: 1903.06592 · arxiv_version: 1903.06592v1 · doi: 10.48550/arxiv.1903.06592 · pith_short_12: BG55RBWFG6PI · pith_short_16: BG55RBWFG6PIN5TE · pith_short_8: BG55RBWF

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/BG55RBWFG6PIN5TEZHUUAVNUMZ \
  | 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: 09bbd886c5379e86f664c9e94055b46666b2abd935918c91b83bacc0f2533eae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "409c57372a2aab95dc835b67e5eb74221bf79afcb19909c3be6ceb7176779967",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-15T15:13:02Z",
    "title_canon_sha256": "6f2fd213addac9a9a1fc0252c0e4fd1f5775ca5919c271bc979a7c28c2532b57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.06592",
    "kind": "arxiv",
    "version": 1
  }
}