Pith Number

pith:I42YRSRV

pith:2016:I42YRSRVDN2WNAQI6PTZWIUP2B

not attested not anchored not stored refs pending

Bayesian Reinforcement Learning: A Survey

Aviv Tamar, Joelle Pineau, Mohammad Ghavamzadeh, Shie Mannor

arxiv:1609.04436 v1 · 2016-09-14 · cs.AI · cs.LG · 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{I42YRSRVDN2WNAQI6PTZWIUP2B}

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

Meta-Learning and Meta-Reinforcement Learning -- Tracing the Path towards DeepMind's Adaptive Agent

Receipt and verification

First computed	2026-05-18T01:04:36.745173Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

473588ca351b75668208f3e79b228fd049a5e148e63669978c81593dcebe5562

Aliases

arxiv: 1609.04436 · arxiv_version: 1609.04436v1 · doi: 10.48550/arxiv.1609.04436 · pith_short_12: I42YRSRVDN2W · pith_short_16: I42YRSRVDN2WNAQI · pith_short_8: I42YRSRV

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/I42YRSRVDN2WNAQI6PTZWIUP2B \
  | 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: 473588ca351b75668208f3e79b228fd049a5e148e63669978c81593dcebe5562

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f82a256f6dd5e8d035cd03cb829b8370ff2e4189b1ad05ce168229b4cea16b27",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2016-09-14T20:34:26Z",
    "title_canon_sha256": "3ce96f69b5aa078947103764abc6cbff9d17622621480b4a7b11e821c557f007"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1609.04436",
    "kind": "arxiv",
    "version": 1
  }
}