Pith Number

pith:XFLLO2OX

pith:2017:XFLLO2OX2NLWL33DMXZZH4QV5P

not attested not anchored not stored refs pending

Robust Adversarial Reinforcement Learning

Abhinav Gupta, James Davidson, Lerrel Pinto, Rahul Sukthankar

arxiv:1703.02702 v1 · 2017-03-08 · cs.LG · cs.AI · cs.MA · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XFLLO2OX2NLWL33DMXZZH4QV5P}

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

PROWL: Prioritized Regret-Driven Optimization for World Model Learning

Receipt and verification

First computed	2026-05-18T00:49:05.832246Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b956b769d7d35765ef6365f393f215ebdee5982b63723a28dd1c3fff2ed2fc41

Aliases

arxiv: 1703.02702 · arxiv_version: 1703.02702v1 · doi: 10.48550/arxiv.1703.02702 · pith_short_12: XFLLO2OX2NLW · pith_short_16: XFLLO2OX2NLWL33D · pith_short_8: XFLLO2OX

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/XFLLO2OX2NLWL33DMXZZH4QV5P \
  | 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: b956b769d7d35765ef6365f393f215ebdee5982b63723a28dd1c3fff2ed2fc41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f23388eb4880ebeea887ea458f5099f59cdf740d15a688467fbe81e718a80a54",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-03-08T04:58:51Z",
    "title_canon_sha256": "7be0479d91666ac67f703f9d81265ef867d14aa3c95a0be5833b60ef6ec8d3f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.02702",
    "kind": "arxiv",
    "version": 1
  }
}