Pith Number

pith:ORQLZIKM

pith:2019:ORQLZIKMSVGJ56EY56XGJNOYIV

not attested not anchored not stored refs pending

Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments

C\'edric Colas, Katja Hofmann, Pierre-Yves Oudeyer, R\'emy Portelas

arxiv:1910.07224 v1 · 2019-10-16 · cs.LG · cs.RO · 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{ORQLZIKMSVGJ56EY56XGJNOYIV}

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	2026-07-05T00:12:33.919240Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7460bca14c954c9ef898efae64b5d84568724e5250177f1e6602bafe46fd99a9

Aliases

arxiv: 1910.07224 · arxiv_version: 1910.07224v1 · doi: 10.48550/arxiv.1910.07224 · pith_short_12: ORQLZIKMSVGJ · pith_short_16: ORQLZIKMSVGJ56EY · pith_short_8: ORQLZIKM

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/ORQLZIKMSVGJ56EY56XGJNOYIV \
  | 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: 7460bca14c954c9ef898efae64b5d84568724e5250177f1e6602bafe46fd99a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79c97ec5447558bc8b77cfcf9b724a88165b1ee2db7de07364c47ca799ade9a3",
    "cross_cats_sorted": [
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-16T09:07:43Z",
    "title_canon_sha256": "b4aa8743f966dc2aa3dfba9b663da8068f4f9bf35481de9e04e0d5933fb6aafb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.07224",
    "kind": "arxiv",
    "version": 1
  }
}