Pith Number

pith:DBM6UKDD

pith:2021:DBM6UKDDSIZSPNSGNPI3PJRVLQ

not attested not anchored not stored refs pending

Continuous Coordination As a Realistic Scenario for Lifelong Learning

Aaron Courville, Akilesh Badrinaaraayanan, Hadi Nekoei, Sarath Chandar

arxiv:2103.03216 v2 · 2021-03-04 · cs.LG · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DBM6UKDDSIZSPNSGNPI3PJRVLQ}

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.

Cited by

1 paper in Pith

Is Inter-Seed Cross-Play Enough? Evaluating the Robustness of Zero-Shot Coordination Algorithms to Implementation Details

Receipt and verification

First computed	2026-07-05T02:48:59.884696Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1859ea2863923327b6466bd1b7a6355c3807e64402c6f401ad82bb3b4246e2d5

Aliases

arxiv: 2103.03216 · arxiv_version: 2103.03216v2 · doi: 10.48550/arxiv.2103.03216 · pith_short_12: DBM6UKDDSIZS · pith_short_16: DBM6UKDDSIZSPNSG · pith_short_8: DBM6UKDD

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/DBM6UKDDSIZSPNSGNPI3PJRVLQ \
  | 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: 1859ea2863923327b6466bd1b7a6355c3807e64402c6f401ad82bb3b4246e2d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb11cf8eca16f22f9b948fdf1e049a73bf40813e9d3e685376dde525e4b42d1a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-04T18:44:03Z",
    "title_canon_sha256": "4178accc4d94ced528b16598b8b1891602b2469e1129fcc516519aacc00281d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.03216",
    "kind": "arxiv",
    "version": 2
  }
}