Pith Number

pith:7VVFXH6V

pith:2018:7VVFXH6VNF4OAYMXM4D2OOBWNM

not attested not anchored not stored refs pending

Many-Goals Reinforcement Learning

Junhyuk Oh, Satinder Singh, Vivek Veeriah

arxiv:1806.09605 v1 · 2018-06-22 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7VVFXH6VNF4OAYMXM4D2OOBWNM}

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

3 papers in Pith

Goal-Conditioned Agents that Learn Everything All at Once

Preemptive Solving of Future Problems: Multitask Preplay in Humans and Machines

Unifying Goal-Conditioned RL and Unsupervised Skill Learning via Control-Maximization

Receipt and verification

First computed	2026-05-18T00:12:23.948922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fd6a5b9fd56978e061976707a738366b19973e2363a0718a4fd63347fd7b4498

Aliases

arxiv: 1806.09605 · arxiv_version: 1806.09605v1 · doi: 10.48550/arxiv.1806.09605 · pith_short_12: 7VVFXH6VNF4O · pith_short_16: 7VVFXH6VNF4OAYMX · pith_short_8: 7VVFXH6V

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/7VVFXH6VNF4OAYMXM4D2OOBWNM \
  | 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: fd6a5b9fd56978e061976707a738366b19973e2363a0718a4fd63347fd7b4498

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46ab8b19d3148c6a077b7a2e8aa96258bcaa1fef8feff032b78620fe6bf53798",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-22T18:31:24Z",
    "title_canon_sha256": "1fbb43b9b92d9af14e787e74a3a6897028b2a7956b9b2bb7552171cbfc495ce5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.09605",
    "kind": "arxiv",
    "version": 1
  }
}