Pith Number

pith:GH5KY7KD

pith:2018:GH5KY7KDNOQJ6XDCZXPEAHS2T6

not attested not anchored not stored refs pending

Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning

Mark O. Riedl, Prithviraj Ammanabrolu

arxiv:1812.01628 v2 · 2018-12-04 · cs.CL · 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{GH5KY7KDNOQJ6XDCZXPEAHS2T6}

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	2026-05-17T23:50:33.532468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31faac7d436ba09f5c62cdde401e5a9f8fdca6f6ebe98eab89cb6223408c8911

Aliases

arxiv: 1812.01628 · arxiv_version: 1812.01628v2 · doi: 10.48550/arxiv.1812.01628 · pith_short_12: GH5KY7KDNOQJ · pith_short_16: GH5KY7KDNOQJ6XDC · pith_short_8: GH5KY7KD

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/GH5KY7KDNOQJ6XDCZXPEAHS2T6 \
  | 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: 31faac7d436ba09f5c62cdde401e5a9f8fdca6f6ebe98eab89cb6223408c8911

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c06455220d0722e6c6a9ecea5b3e81b317eb8e6c5886c4d3c6b85d2edd33c87b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2018-12-04T19:06:00Z",
    "title_canon_sha256": "7d903b0541afc1f7dec47c8c527909236ab6e1e0e03826377d30a76d0a9ca87a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.01628",
    "kind": "arxiv",
    "version": 2
  }
}