Pith Number

pith:K24JGMXP

pith:2017:K24JGMXPM5SQXZX3TENPV2IEM6

not attested not anchored not stored refs pending

On overfitting and asymptotic bias in batch reinforcement learning with partial observability

Damien Ernst, Guillaume Rabusseau, Joelle Pineau, Raphael Fonteneau, Vincent Francois-Lavet

arxiv:1709.07796 v2 · 2017-09-22 · stat.ML · cs.AI · 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{K24JGMXPM5SQXZX3TENPV2IEM6}

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	2026-05-17T23:54:41.768858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56b89332ef67650be6fb991afae90467ad566931673aa5ea33d19f0cb4ce7229

Aliases

arxiv: 1709.07796 · arxiv_version: 1709.07796v2 · doi: 10.48550/arxiv.1709.07796 · pith_short_12: K24JGMXPM5SQ · pith_short_16: K24JGMXPM5SQXZX3 · pith_short_8: K24JGMXP

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/K24JGMXPM5SQXZX3TENPV2IEM6 \
  | 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: 56b89332ef67650be6fb991afae90467ad566931673aa5ea33d19f0cb4ce7229

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8b950fc4144c6c24344c0199c739131462e53a1de18cee26ac8cbac94870610",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-09-22T14:56:35Z",
    "title_canon_sha256": "9d6d16a12efccba1b3fbf5ff5c07a99320a8a0424e5a8f45f27f6905e477d914"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.07796",
    "kind": "arxiv",
    "version": 2
  }
}