Pith Number

pith:HMNFEL53

pith:2017:HMNFEL53CSLRU56VGEESQPABQN

not attested not anchored not stored refs pending

Reinforcement Learning Produces Dominant Strategies for the Iterated Prisoner's Dilemma

Georgios Koutsovoulos, Marc Harper, Martin Jones, Nikoleta E. Glynatsi, Owen Campbell, Vincent Knight

arxiv:1707.06307 v1 · 2017-07-19 · cs.GT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HMNFEL53CSLRU56VGEESQPABQN}

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	2026-05-18T00:24:17.052043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b1a522fbb14971a77d53109283c0183487c6b4ecf7ca0441d8ebe8cb8fa12e3

Aliases

arxiv: 1707.06307 · arxiv_version: 1707.06307v1 · doi: 10.48550/arxiv.1707.06307 · pith_short_12: HMNFEL53CSLR · pith_short_16: HMNFEL53CSLRU56V · pith_short_8: HMNFEL53

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/HMNFEL53CSLRU56VGEESQPABQN \
  | 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: 3b1a522fbb14971a77d53109283c0183487c6b4ecf7ca0441d8ebe8cb8fa12e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "854cc331d0df162e3acabce4391e20637a7a9204274dfbb77726a8e69db219fe",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2017-07-19T21:47:19Z",
    "title_canon_sha256": "7d0e75f1355a03bea390675032bb5c0345009d4ba0a98bb99a5fec2d994c5c59"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.06307",
    "kind": "arxiv",
    "version": 1
  }
}