Pith Number

pith:3MKMQPVY

pith:2025:3MKMQPVYMTIICMNLQ6AIPZO5FW

not attested not anchored not stored refs pending

Results of the NeurIPS 2023 Neural MMO Competition on Multi-task Reinforcement Learning

Bo Wu, Daniel Scott, David Bloomin, Hao Xiang Li, Herbie Bradley, Jianming Gao, Jiaxin Chen, Joseph Su\'arez, Kirsty You, Kun Zhang, Kyoung Whan Choe, Louis Castricato, Lucas de Alc\^antara, Nikhil Pinnaparaju, Nishaanth Kanna, Phillip Isola, Qimai Li, Rose S. Shuman, Ryan Sullivan, Saidinesh Pola, Xiaolong Zhu, Yao Feng, Yonghui Zhu, Yuhao Jiang, YunKun Li

arxiv:2508.12524 v1 · 2025-08-17 · 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{3MKMQPVYMTIICMNLQ6AIPZO5FW}

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	2026-07-05T11:55:07.543620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db14c83eb864d08131ab878087e5dd2d99c8d10d540afe706f8e237ad6b62e42

Aliases

arxiv: 2508.12524 · arxiv_version: 2508.12524v1 · doi: 10.48550/arxiv.2508.12524 · pith_short_12: 3MKMQPVYMTII · pith_short_16: 3MKMQPVYMTIICMNL · pith_short_8: 3MKMQPVY

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/3MKMQPVYMTIICMNLQ6AIPZO5FW \
  | 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: db14c83eb864d08131ab878087e5dd2d99c8d10d540afe706f8e237ad6b62e42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3fa93a9696eaa859d0f9aef001ebfcc391ea20db24abc0a3bad1b2db7834053c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-17T23:14:25Z",
    "title_canon_sha256": "93cd11c20349dc68b69450bbdac1767046f4a11aac8b25111318083f5731b612"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.12524",
    "kind": "arxiv",
    "version": 1
  }
}