Pith Number

pith:TQEZR3IY

pith:2021:TQEZR3IYSRMNH2OQC7LG35AULB

not attested not anchored not stored refs pending

Adversarial Environment Generation for Learning to Navigate the Web

Aleksandra Faust, Honglak Lee, Izzeddin Gur, Kevin Malta, Manoj Tiwari, Natasha Jaques

arxiv:2103.01991 v1 · 2021-03-02 · 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{TQEZR3IYSRMNH2OQC7LG35AULB}

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

2 papers in Pith

Distributionally Robust Multi-Task Reinforcement Learning via Adaptive Task Sampling

Differentiable Environment-Trajectory Co-Optimization for Safe Multi-Agent Navigation

Receipt and verification

First computed	2026-07-05T02:19:59.231560Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c0998ed189458d3e9d017d66df4145878700c8ce27ca444a89a6b935e72c4dc

Aliases

arxiv: 2103.01991 · arxiv_version: 2103.01991v1 · doi: 10.48550/arxiv.2103.01991 · pith_short_12: TQEZR3IYSRMN · pith_short_16: TQEZR3IYSRMNH2OQ · pith_short_8: TQEZR3IY

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/TQEZR3IYSRMNH2OQC7LG35AULB \
  | 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: 9c0998ed189458d3e9d017d66df4145878700c8ce27ca444a89a6b935e72c4dc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d7282ce2a4e6daf7932b645178ee0ebc5e3a8963e1e9289a0676bc76e754ab7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-02T19:19:30Z",
    "title_canon_sha256": "4b6b1c0daba831c84bcd971450a72f66cb16dac634903899bc15c9c1c78e67c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.01991",
    "kind": "arxiv",
    "version": 1
  }
}