Pith Number

pith:O644I7OL

pith:2018:O644I7OLWL3GAWVYUNSM2B26EO

not attested not anchored not stored refs pending

Learning to Shoot in First Person Shooter Games by Stabilizing Actions and Clustering Rewards for Reinforcement Learning

Frank G. Glavin, Michael G. Madden

arxiv:1806.05117 v1 · 2018-06-13 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O644I7OLWL3GAWVYUNSM2B26EO}

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	2026-05-18T00:13:20.094931Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77b9c47dcbb2f6605ab8a364cd075e23a30b9125fd68cce060dc748878c27796

Aliases

arxiv: 1806.05117 · arxiv_version: 1806.05117v1 · doi: 10.48550/arxiv.1806.05117 · pith_short_12: O644I7OLWL3G · pith_short_16: O644I7OLWL3GAWVY · pith_short_8: O644I7OL

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/O644I7OLWL3GAWVYUNSM2B26EO \
  | 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: 77b9c47dcbb2f6605ab8a364cd075e23a30b9125fd68cce060dc748878c27796

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31d0a01e7a35c0f6cdec38f007b2cd4ca5003402b80e5e5e5bacb732b867a683",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-06-13T15:41:34Z",
    "title_canon_sha256": "f6b8ff83ba7d73a0826a5526254e2ff9df550752d6ee63570ea5cc769039ebf8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.05117",
    "kind": "arxiv",
    "version": 1
  }
}