pith. sign in
Pith Number

pith:ERACTWVA

pith:2017:ERACTWVARQP7IOVB6RYS77V72T
not attested not anchored not stored refs pending

Maintaining cooperation in complex social dilemmas using deep reinforcement learning

Adam Lerer, Alexander Peysakhovich

arxiv:1707.01068 v4 · 2017-07-04 · cs.AI · cs.GT · cs.MA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ERACTWVARQP7IOVB6RYS77V72T}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-05-18T00:22:10.886930Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

244029daa08c1ff43aa1f4712ffebfd4e25a8718ed2de28d3165253da4d92ed8

Aliases

arxiv: 1707.01068 · arxiv_version: 1707.01068v4 · doi: 10.48550/arxiv.1707.01068 · pith_short_12: ERACTWVARQP7 · pith_short_16: ERACTWVARQP7IOVB · pith_short_8: ERACTWVA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ERACTWVARQP7IOVB6RYS77V72T \
  | 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: 244029daa08c1ff43aa1f4712ffebfd4e25a8718ed2de28d3165253da4d92ed8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4bc73ee51a24f80af8037c561faeec4850c9a12b9c2c6e02ba915e118832d58a",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-07-04T17:02:05Z",
    "title_canon_sha256": "e923c772f74bd93cbf27ba1fb8167a6beef6e85b9fddafa402e783abbce866cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.01068",
    "kind": "arxiv",
    "version": 4
  }
}